Bump Python package versions for 1.9.0 release (#6583 )

Selective, CHANGELOG-driven version bumps for the 2026-06-18 release. Released tier: agent-framework-core and the root agent-framework go to 1.9.0 (minor). Core ships new public APIs (agent-loop middleware, tool-approval middleware and harness integration, shell-tool harness integration, AG-UI thread snapshot persistence, context-provider telemetry) plus two behavioral breaking changes on evolving surfaces: MCP sampling now denies server-initiated requests by default, and the FileAccess tools were aligned with the .NET implementation. These are treated as within-1.x changes because every package caps core at <2; a major bump would require rewriting those caps. The foundry and openai packages go to 1.8.2 (patch, bug fixes only). The root agent-framework-core[all] pin was moved to 1.9.0 in lockstep with core. Release-candidate tier: ag-ui to 1.0.0rc5 and declarative to 1.0.0rc2 for their respective changes. orchestrations is promoted to stable 1.0.0; PACKAGE_STATUS and the README install hint were updated accordingly. Prerelease tier (new Pacific date stamp 260618): anthropic (beta), azure-contentunderstanding (alpha) and foundry-hosting (alpha). No beta cohort bump was applied; only packages with changes this cycle were stamped. Dependency floors: following the established convention, the core floor was raised to >=1.9.0 on every non-core package bumped this cycle, preserving the existing <2 upper bound. Also resolves two pre-existing failures in the dependency-bounds validator that are unrelated to the version bumps. Hosted-environment detection now catches a bare ImportError so optional Foundry hosting probing cannot crash user-agent setup. The harness shell-tool integration, which lazily imports the separate agent-framework-tools package to avoid a circular runtime dependency, is now type-checked and tested in isolated environments via a core dev dependency-group, with the shell-tool tests guarded to skip when that package is absent.
Use issue type for triage workflow (#6577 )
2026-06-18 18:01:17 +09:00 · 2026-06-18 14:48:00 +09:00 · 2026-06-18 02:03:16 +00:00 · 2026-06-18 01:57:41 +00:00 · 2026-06-17 21:56:53 +00:00 · 2026-06-17 20:17:53 +00:00
652 changed files with 36778 additions and 3822 deletions
@@ -20,7 +20,10 @@ ignorePatterns:
  - pattern: "https://your-resource.openai.azure.com/"
  - pattern: "http://host.docker.internal"
  - pattern: "https://openai.github.io/openai-agents-js/openai/agents/classes/"
-  - pattern: "https:\/\/dotnet.microsoft.com\/download"
+  # dotnet.microsoft.com bot-blocks CI link checkers with intermittent 403s on any
+  # path (including localized variants like /en-us/download/...), so ignore the
+  # whole domain rather than just /download.
+  - pattern: "https:\/\/dotnet.microsoft.com"
  - pattern: "https://github.com/Rel1cx/eslint-react"
 # excludedDirs:
  # Folders which include links to localhost, since it's not ignored with regular expressions
@@ -1,23 +1,43 @@
-### Motivation and Context
+### Motivation & Context

 <!-- Thank you for your contribution to the Agent Framework repo!
 Please help reviewers and future users, providing the following information:
  1. Why is this change required?
  2. What problem does it solve?
  3. What scenario does it contribute to?
-  4. If it fixes an open issue, please link to the issue here.
+  4. If it fixes an open issue, please link to the issue below.
 -->

-### Description
+### Description & Review Guide

 <!-- Describe your changes, the overall approach, the underlying design.
+     Highlight what you want the reviewers to focus on.
     These notes will help understanding how your code works. Thanks! -->

+- **What are the major changes?**
+- **What is the impact of these changes?**
+- **What do you want reviewers to focus on?**
+<!-- NOTE FOR AUTOMATED/AI REVIEWERS: the "What do you want reviewers to focus on?"
+     item above is intended for human reviewers only. Automated/AI reviewers should
+     ignore it and review the entire change rather than narrowing scope to it. -->
+
+
+### Related Issue
+
+<!-- Which issue does this PR fix? Link it using a GitHub closing keyword so it is
+     closed automatically when this PR is merged, e.g. "Fixes #123" or "Closes #123".
+     PRs that are not linked to an issue may be closed, no matter how valid the change is.
+     Also check whether an open PR already exists for this issue; if so,
+     explain how this PR is different. -->
+
+Fixes #
+
 ### Contribution Checklist

 <!-- Before submitting this PR, please make sure: -->

 - [ ] The code builds clean without any errors or warnings
- [ ] The PR follows the [Contribution Guidelines](https://github.com/microsoft/agent-framework/blob/main/CONTRIBUTING.md)
 - [ ] All unit tests pass, and I have added new tests where possible
- [ ] **Is this a breaking change?** If yes, add "[BREAKING]" prefix to the title of the PR.
+- [ ] The PR follows the [Contribution Guidelines](https://github.com/microsoft/agent-framework/blob/main/CONTRIBUTING.md)
+- [ ] This PR is linked to an issue and there is no other open PR for this issue (see Related Issue above).
+- [x] **This is not a breaking change.** If it _is_ a breaking change, add the `breaking change` label (or add "[BREAKING]" to the title prefix, before or after any language prefix) — a workflow keeps the label and title prefix in sync automatically.
@@ -0,0 +1,253 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+const BREAKING_CHANGE_LABEL = 'breaking change';
+const BREAKING_PREFIX = '[BREAKING]';
+
+const DEFAULT_PREFIX_LABELS = Object.freeze({
+  python: 'Python',
+  '.NET': '.NET',
+});
+
+const DEFAULT_BRACKET_PREFIX_LABELS = Object.freeze({
+  [BREAKING_CHANGE_LABEL]: BREAKING_PREFIX,
+});
+
+function escapeRegExp(value) {
+  return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+}
+
+function getMatchingValueByKey(valuesByKey, keyToFind) {
+  const matchingKey = Object.keys(valuesByKey).find((key) => key.toLowerCase() === keyToFind.toLowerCase());
+  return matchingKey === undefined ? null : valuesByKey[matchingKey];
+}
+
+function getPrefixPattern(prefixes) {
+  return prefixes.map(escapeRegExp).join('|');
+}
+
+function canonicalizePrefix(prefix, prefixes) {
+  return prefixes.find((knownPrefix) => knownPrefix.toLowerCase() === prefix.toLowerCase()) ?? prefix;
+}
+
+function normalizeLeadingBracketPrefix(title, bracketPrefixes) {
+  const bracketPattern = getPrefixPattern(bracketPrefixes);
+  if (!bracketPattern) {
+    return title;
+  }
+
+  const leadingBracketPrefix = new RegExp(`^(${bracketPattern})(?=\\s|$)`, 'i');
+  return title.replace(
+    leadingBracketPrefix,
+    (bracketPrefix) => canonicalizePrefix(bracketPrefix, bracketPrefixes),
+  );
+}
+
+function parseLeadingTitlePrefix(title, titlePrefixes) {
+  const titlePrefixPattern = getPrefixPattern(titlePrefixes);
+  if (!titlePrefixPattern) {
+    return null;
+  }
+
+  const match = title.match(new RegExp(`^(${titlePrefixPattern}):\\s*`, 'i'));
+  if (!match) {
+    return null;
+  }
+
+  return {
+    prefix: canonicalizePrefix(match[1], titlePrefixes),
+    rest: title.slice(match[0].length).trimStart(),
+  };
+}
+
+function removeBracketPrefixToken(title, bracketPrefix) {
+  const bracketPrefixPattern = escapeRegExp(bracketPrefix);
+  return title
+    .replace(new RegExp(`(^|\\s+)${bracketPrefixPattern}(?=\\s|$)`, 'ig'), '$1')
+    .replace(/\s{2,}/g, ' ')
+    .trim();
+}
+
+function addTitlePrefix(title, prefix, bracketPrefixes = Object.values(DEFAULT_BRACKET_PREFIX_LABELS)) {
+  const bracketPattern = getPrefixPattern(bracketPrefixes);
+  const prefixPattern = escapeRegExp(prefix);
+
+  if (bracketPattern) {
+    const bracketThenTitlePrefix = new RegExp(`^(${bracketPattern})(\\s+)(${prefixPattern})(?=:)`, 'i');
+    if (bracketThenTitlePrefix.test(title)) {
+      return title.replace(
+        bracketThenTitlePrefix,
+        (match, bracketPrefix, spacing) => `${canonicalizePrefix(bracketPrefix, bracketPrefixes)}${spacing}${prefix}`,
+      );
+    }
+
+    title = normalizeLeadingBracketPrefix(title, bracketPrefixes);
+  }
+
+  if (!title.startsWith(`${prefix}: `)) {
+    const existingTitlePrefix = new RegExp(`^${prefixPattern}:\\s*`, 'i');
+    if (existingTitlePrefix.test(title)) {
+      return title.replace(existingTitlePrefix, `${prefix}: `);
+    }
+
+    return `${prefix}: ${title}`;
+  }
+
+  return title;
+}
+
+function hasBracketPrefix(title, bracketPrefix, titlePrefixes = Object.values(DEFAULT_PREFIX_LABELS)) {
+  const bracketPrefixPattern = escapeRegExp(bracketPrefix);
+  const leadingBracketPrefix = new RegExp(`^${bracketPrefixPattern}(?=\\s|$)`, 'i');
+  if (leadingBracketPrefix.test(title)) {
+    return true;
+  }
+
+  const leadingTitlePrefix = parseLeadingTitlePrefix(title, titlePrefixes);
+  if (!leadingTitlePrefix) {
+    return false;
+  }
+
+  return leadingBracketPrefix.test(leadingTitlePrefix.rest);
+}
+
+function addBracketPrefix(title, bracketPrefix, titlePrefixes = Object.values(DEFAULT_PREFIX_LABELS)) {
+  const bracketPrefixPattern = escapeRegExp(bracketPrefix);
+  const leadingBracketPrefix = new RegExp(`^${bracketPrefixPattern}(?=\\s|$)`, 'i');
+  if (leadingBracketPrefix.test(title)) {
+    return title.replace(leadingBracketPrefix, bracketPrefix);
+  }
+
+  const leadingTitlePrefix = parseLeadingTitlePrefix(title, titlePrefixes);
+  if (leadingTitlePrefix) {
+    if (leadingBracketPrefix.test(leadingTitlePrefix.rest)) {
+      const normalizedRest = leadingTitlePrefix.rest.replace(leadingBracketPrefix, bracketPrefix);
+      return `${leadingTitlePrefix.prefix}: ${normalizedRest}`;
+    }
+
+    const titleWithoutBracketPrefix = removeBracketPrefixToken(leadingTitlePrefix.rest, bracketPrefix);
+    return `${leadingTitlePrefix.prefix}: ${bracketPrefix}`
+      + (titleWithoutBracketPrefix ? ` ${titleWithoutBracketPrefix}` : '');
+  }
+
+  const titleWithoutBracketPrefix = removeBracketPrefixToken(title, bracketPrefix);
+  return `${bracketPrefix}${titleWithoutBracketPrefix ? ` ${titleWithoutBracketPrefix}` : ''}`;
+}
+
+function hasLabel(labels, labelName) {
+  return labels.some((label) => label.toLowerCase() === labelName.toLowerCase());
+}
+
+function getCurrentTitle(context) {
+  switch (context.eventName) {
+    case 'issues':
+      return context.payload.issue.title;
+    case 'pull_request_target':
+      return context.payload.pull_request.title;
+    default:
+      throw new Error(`Unrecognized eventName: ${context.eventName}`);
+  }
+}
+
+async function updateTitleForAddedLabel({
+  github,
+  context,
+  core,
+  prefixLabels = DEFAULT_PREFIX_LABELS,
+  bracketPrefixLabels = DEFAULT_BRACKET_PREFIX_LABELS,
+}) {
+  const labelAdded = context.payload.label?.name;
+  if (!labelAdded) {
+    throw new Error('This script must be run from a labeled event.');
+  }
+
+  const currentTitle = getCurrentTitle(context);
+  let newTitle = null;
+
+  const titlePrefix = getMatchingValueByKey(prefixLabels, labelAdded);
+  if (titlePrefix !== null) {
+    newTitle = addTitlePrefix(currentTitle, titlePrefix, Object.values(bracketPrefixLabels));
+  }
+
+  const bracketPrefix = getMatchingValueByKey(bracketPrefixLabels, labelAdded);
+  if (bracketPrefix !== null) {
+    newTitle = addBracketPrefix(currentTitle, bracketPrefix, Object.values(prefixLabels));
+  }
+
+  if (newTitle === null) {
+    core.info(`No title prefix configured for label "${labelAdded}".`);
+    return { updated: false, newTitle: currentTitle };
+  }
+
+  if (newTitle === currentTitle) {
+    core.info(`Title already includes the prefix for label "${labelAdded}".`);
+    return { updated: false, newTitle };
+  }
+
+  switch (context.eventName) {
+    case 'issues':
+      await github.rest.issues.update({
+        issue_number: context.issue.number,
+        owner: context.repo.owner,
+        repo: context.repo.repo,
+        title: newTitle,
+      });
+      break;
+
+    case 'pull_request_target':
+      await github.rest.pulls.update({
+        pull_number: context.issue.number,
+        owner: context.repo.owner,
+        repo: context.repo.repo,
+        title: newTitle,
+      });
+      break;
+
+    default:
+      throw new Error(`Unrecognized eventName: ${context.eventName}`);
+  }
+
+  return { updated: true, newTitle };
+}
+
+async function syncBreakingChangeLabelFromTitle({
+  github,
+  context,
+  core,
+  labelName = BREAKING_CHANGE_LABEL,
+  bracketPrefix = BREAKING_PREFIX,
+  titlePrefixes = Object.values(DEFAULT_PREFIX_LABELS),
+}) {
+  const pullRequest = context.payload.pull_request;
+  if (!pullRequest) {
+    throw new Error('This script must be run from a pull_request_target event.');
+  }
+
+  const title = pullRequest.title || '';
+  if (!hasBracketPrefix(title, bracketPrefix, titlePrefixes)) {
+    core.info(`Title does not include ${bracketPrefix} in the title prefix.`);
+    return { added: false };
+  }
+
+  const labels = pullRequest.labels?.map((label) => label.name).filter(Boolean) ?? [];
+  if (hasLabel(labels, labelName)) {
+    core.info(`PR already has the "${labelName}" label.`);
+    return { added: false };
+  }
+
+  await github.rest.issues.addLabels({
+    issue_number: context.issue.number,
+    owner: context.repo.owner,
+    repo: context.repo.repo,
+    labels: [labelName],
+  });
+
+  return { added: true };
+}
+
+module.exports = {
+  addBracketPrefix,
+  addTitlePrefix,
+  hasBracketPrefix,
+  syncBreakingChangeLabelFromTitle,
+  updateTitleForAddedLabel,
+};
@@ -0,0 +1,116 @@
+---
+name: pull-requests
+description: >
+  Guidance for creating pull requests and handling PR review comments in the
+  Agent Framework repository. Use this when writing a PR description (filling out
+  the PR template) or when responding to and resolving review comments on an
+  existing PR.
+---
+
+# Pull Request Workflow
+
+This skill covers two tasks: (1) writing a high-quality PR description, and
+(2) handling review comments on an existing PR.
+
+## 1. Writing the PR description
+
+Always follow the repository PR template at
+[`.github/pull_request_template.md`](../../pull_request_template.md). Keep its
+exact structure and headings. Fill every section:
+
+### `### Motivation & Context`
+Explain *why* the change is needed: the problem it solves and the scenario it
+contributes to. Describe the net change relative to `main` — this is implied, so
+do **not** spell out "vs main" explicitly.
+
+### `### Description & Review Guide`
+Describe the changes, the overall approach, and the design. Answer the three
+prompts:
+- **What are the major changes?**
+- **What is the impact of these changes?**
+- **What do you want reviewers to focus on?** — This item is for **human
+  reviewers only**. Automated/AI reviewers must ignore it and review the entire
+  change rather than narrowing scope to it.
+
+### `### Related Issue`
+Link the issue the PR fixes using a GitHub closing keyword (`Fixes #123` /
+`Closes #123`) so it closes automatically on merge. A PR with no linked issue may
+be closed regardless of how valid the change is. Before opening, confirm there is
+no other open PR for the same issue; if there is, explain how this PR differs.
+
+### `### Contribution Checklist`
+Check every item that applies. For the breaking-change item:
+- Leave **"This is not a breaking change."** checked for the common case.
+- If the change **is** breaking, add the `breaking change` label **or** put
+  `[BREAKING]` in the title prefix, before or after a language prefix such as
+  `Python:` or `.NET:` — workflows keep the label and the title prefix in sync
+  automatically (see `.github/workflows/label-title-prefix.yml` and
+  `.github/workflows/label-pr.yml`).
+
+### Do not
+- Do **not** add ad-hoc sections such as "Validation" or "Tests run"; CI/CD and
+  the checklist already cover validation status.
+- Do **not** remove or reorder the template's headings.
+
+### Creating the PR
+Open new PRs as **drafts** until they are ready for review. Example:
+
+```bash
+gh pr create --repo microsoft/agent-framework --base main \
+  --head <your-fork-owner>:<branch> --draft \
+  --title "<concise title>" --body "<body following the template>"
+```
+
+## 2. Handling review comments
+
+When a PR receives review comments, follow this sequence — **do not start editing
+code before the user has reviewed the plan**:
+
+1. **Review the comments.** Read every review comment and thread on the PR,
+   including inline code comments and general review summaries.
+2. **Make a plan.** Produce a concrete plan describing how each comment will be
+   addressed (or why it should not be, with reasoning).
+3. **Let the user review the plan.** Present the plan and wait for the user's
+   approval or adjustments before implementing anything.
+4. **Implement.** Make the agreed changes.
+5. **Reply to every comment.** Add a reply to **all** comments explaining how it
+   was addressed (or the agreed outcome) — leave none unanswered.
+6. **Resolve resolved threads.** Mark a review thread as resolved only when the
+   comment has actually been addressed.
+
+### Useful commands
+
+List review comments and threads:
+
+```bash
+# Inline review comments
+gh api repos/{owner}/{repo}/pulls/{pr}/comments
+
+# Review threads with resolution state (GraphQL)
+gh api graphql -f query='
+  query($owner:String!,$repo:String!,$pr:Int!){
+    repository(owner:$owner,name:$repo){
+      pullRequest(number:$pr){
+        reviewThreads(first:100){
+          nodes{ id isResolved comments(first:50){ nodes{ id body author{login} } } }
+        }
+      }
+    }
+  }' -F owner={owner} -F repo={repo} -F pr={pr}
+```
+
+Reply to an inline review comment:
+
+```bash
+gh api repos/{owner}/{repo}/pulls/{pr}/comments/{comment_id}/replies \
+  -f body="Addressed in <commit>: <explanation>"
+```
+
+Resolve a review thread (needs the thread node id from the GraphQL query above):
+
+```bash
+gh api graphql -f query='
+  mutation($threadId:ID!){
+    resolveReviewThread(input:{threadId:$threadId}){ thread{ isResolved } }
+  }' -F threadId={thread_id}
+```
@@ -317,9 +317,10 @@ jobs:
          AZURE_AI_MODEL_DEPLOYMENT_NAME: ${{ vars.AZURE_AI_MODEL_DEPLOYMENT_NAME }}
          AZURE_AI_BING_CONNECTION_ID: ${{ vars.AZURE_AI_BING_CONNECTION_ID }}
          # Anthropic Models
-          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
-          ANTHROPIC_CHAT_MODEL_NAME: ${{ vars.ANTHROPIC_CHAT_MODEL_NAME }}
-          ANTHROPIC_REASONING_MODEL_NAME: ${{ vars.ANTHROPIC_REASONING_MODEL_NAME }}
+          # Disable Anthropic tests by not providing environment vars until 404 failure is resolved
+          # ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          # ANTHROPIC_CHAT_MODEL_NAME: ${{ vars.ANTHROPIC_CHAT_MODEL_NAME }}
+          # ANTHROPIC_REASONING_MODEL_NAME: ${{ vars.ANTHROPIC_REASONING_MODEL_NAME }}

      # Generate test reports and check coverage
      - name: Generate test reports
@@ -88,6 +88,7 @@ jobs:
        env:
          COSMOSDB_ENDPOINT: https://localhost:8081
          COSMOSDB_KEY: C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==
+          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          OpenAI__ApiKey: ${{ secrets.OPENAI__APIKEY }}
          OpenAI__ChatModelId: ${{ vars.OPENAI__CHATMODELID }}
          OpenAI__ChatReasoningModelId: ${{ vars.OPENAI__CHATREASONINGMODELID }}
@@ -2,7 +2,7 @@ name: Issue Triage

 on:
  issues:
-    types: [opened, labeled]
+    types: [opened, typed]

 permissions:
  contents: read
@@ -12,9 +12,7 @@ permissions:
 concurrency:
  group: >-
    issue-triage-${{ github.repository }}-${{
-      ((github.event.action == 'opened' && contains(github.event.issue.labels.*.name, 'bug'))
-       || (github.event.action == 'labeled' && github.event.label.name == 'bug'))
-      && github.event.issue.number
+      github.event.issue.type.name == 'Bug' && github.event.issue.number
      || github.run_id
    }}
  cancel-in-progress: true
@@ -28,7 +26,7 @@ env:
 jobs:
  team_check:
    runs-on: ubuntu-latest
-    if: ${{ (github.event.action == 'opened' && contains(github.event.issue.labels.*.name, 'bug')) || (github.event.action == 'labeled' && github.event.label.name == 'bug') }}
+    if: ${{ github.event.issue.type.name == 'Bug' }}
    outputs:
      is_team_member: ${{ steps.check.outputs.is_team_member }}
      issue_number: ${{ steps.issue.outputs.issue_number }}
@@ -6,16 +6,34 @@
 # https://github.com/actions/labeler

 name: Label pull request
-on: [pull_request_target]
+on:
+  pull_request_target:
+    types: [opened, synchronize, reopened, edited]

 jobs:
  add_label:
    runs-on: ubuntu-latest
    permissions:
      contents: read
+      issues: write
      pull-requests: write

    steps:
      - uses: actions/labeler@f27b608878404679385c85cfa523b85ccb86e213 # v6
        with:
          repo-token: "${{ secrets.GH_ACTIONS_PR_WRITE }}"
+
+      - name: Checkout scripts
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          sparse-checkout: .github/scripts
+          fetch-depth: 1
+          persist-credentials: false
+
+      - name: "PR: add breaking change label from title"
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        with:
+          github-token: ${{ secrets.GH_ACTIONS_PR_WRITE }}
+          script: |
+            const { syncBreakingChangeLabelFromTitle } = require('./.github/scripts/title_prefix.js');
+            await syncBreakingChangeLabelFromTitle({ github, context, core });
@@ -15,58 +15,17 @@ jobs:
      pull-requests: write

    steps:
+      - name: Checkout scripts
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          sparse-checkout: .github/scripts
+          fetch-depth: 1
+          persist-credentials: false
+
      - uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        name: "Issue/PR: update title"
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
-            let prefixLabels = {
-              "python": "Python",
-              ".NET": ".NET"
-            };
-
-            function addTitlePrefix(title, prefix)
-            {
-              // Update the title based on the label and prefix
-              // Check if the title starts with the prefix (case-sensitive)
-              if (!title.startsWith(prefix + ": ")) {
-                // If not, check if the first word is the label (case-insensitive)
-                if (title.match(new RegExp(`^${prefix}`, 'i'))) {
-                  // If yes, replace it with the prefix (case-sensitive)
-                  title = title.replace(new RegExp(`^${prefix}`, 'i'), prefix);
-                } else {
-                  // If not, prepend the prefix to the title
-                  title = prefix + ": " + title;
-                }
-              }
-
-              return title;
-            }
-
-            labelAdded = context.payload.label.name
-
-            // Check if the issue or PR has the label
-            if (labelAdded in prefixLabels) {
-              let prefix = prefixLabels[labelAdded];
-              switch(context.eventName) {
-                case 'issues':
-                  github.rest.issues.update({
-                    issue_number: context.issue.number,
-                    owner: context.repo.owner,
-                    repo: context.repo.repo,
-                    title: addTitlePrefix(context.payload.issue.title, prefix)
-                  });
-                  break
-
-                case 'pull_request_target':
-                  github.rest.pulls.update({
-                    pull_number: context.issue.number,
-                    owner: context.repo.owner,
-                    repo: context.repo.repo,
-                    title: addTitlePrefix(context.payload.pull_request.title, prefix)
-                  });
-                  break
-                default:
-                  core.setFailed('Unrecognited eventName: ' + context.eventName);
-              }
-            }
+            const { updateTitleForAddedLabel } = require('./.github/scripts/title_prefix.js');
+            await updateTitleForAddedLabel({ github, context, core });
@@ -27,7 +27,7 @@ jobs:
          # "Cleanup artifacts", "Agent", "Prepare", and "Upload results" are check runs
          # created by an org-level GitHub App (MSDO), not by any workflow in this repo.
          # They are outside our control and their transient failures should not block merges.
-          IGNORED_NAMES: "CodeQL,CodeQL analysis (csharp),Cleanup artifacts,Agent,Prepare,Upload results"
+          IGNORED_NAMES: "CodeQL,CodeQL analysis (csharp),Cleanup artifacts,Agent,Prepare,Upload results,review"
        with:
          script: |
            const timeoutSeconds = Number(process.env.TIMEOUT_SECONDS);
@@ -6,6 +6,10 @@ on:
    branches: ["main"]
    paths:
      - "python/**"
+      - "!python/AGENTS.md"
+      - "!python/**/AGENTS.md"
+      - "!python/.github/skills/*"
+      - "!python/.github/skills/**"

 env:
  # Configure a constant location for the uv cache
@@ -31,6 +31,10 @@ jobs:
          filters: |
            python:
              - 'python/**'
+              - '!python/AGENTS.md'
+              - '!python/**/AGENTS.md'
+              - '!python/.github/skills/*'
+              - '!python/.github/skills/**'
      # run only if 'python' files were changed
      - name: python tests
        if: steps.filter.outputs.python == 'true'
@@ -5,6 +5,10 @@ on:
    branches: ["main", "feature*"]
    paths:
      - "python/**"
+      - "!python/AGENTS.md"
+      - "!python/**/AGENTS.md"
+      - "!python/.github/skills/*"
+      - "!python/.github/skills/**"
 env:
  # Configure a constant location for the uv cache
  UV_CACHE_DIR: /tmp/.uv-cache
@@ -206,6 +206,7 @@ temp*/
 .temp/

 # AI
+**/.checkpoints/
 .claude/
 .omc/
 .omx/
@@ -213,6 +214,7 @@ WARP.md
 **/memory-bank/
 **/projectBrief.md
 **/tmpclaude*
+.kiro/
 # Dependency-bound validation reports
 python/scripts/dependency-*-results.json
 python/scripts/dependencies/dependency-*-results.json
@@ -0,0 +1,55 @@
+<svg width="256" height="256" viewBox="0 0 256 256" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="256" height="256" transform="matrix(-1 0 0 1 256 0)" fill="white"/>
+<path d="M163.006 36.0262C155.129 31.4785 145.424 31.4759 137.533 36.0284L104.002 55.3877C107.838 53.2763 112.07 52.2274 116.296 52.2248C120.633 52.2231 124.976 53.3247 128.871 55.5411L174.091 81.6479C175.11 82.2362 175.738 83.3236 175.738 84.5004V151.263C175.738 152.716 177.313 153.621 178.568 152.895L196.967 142.28C204.845 137.732 209.704 129.326 209.704 120.221V77.7299C209.704 68.6342 204.855 60.227 196.967 55.6697L190.983 52.2141C190.65 52.0008 190.313 51.7921 189.969 51.5933L163.006 36.0262Z" fill="url(#paint0_linear_481_4810)"/>
+<path d="M163.006 36.0262C155.129 31.4785 145.424 31.4759 137.533 36.0284L104.002 55.3877C107.838 53.2763 112.07 52.2274 116.296 52.2248C120.633 52.2231 124.976 53.3247 128.871 55.5411L174.091 81.6479C175.11 82.2362 175.738 83.3236 175.738 84.5004V151.263C175.738 152.716 177.313 153.621 178.568 152.895L196.967 142.28C204.845 137.732 209.704 129.326 209.704 120.221V77.7299C209.704 68.6342 204.855 60.227 196.967 55.6697L190.983 52.2141C190.65 52.0008 190.313 51.7921 189.969 51.5933L163.006 36.0262Z" fill="url(#paint1_linear_481_4810)"/>
+<path d="M103.548 55.6397L103.557 55.6451L104.002 55.3877C103.851 55.471 103.698 55.5531 103.548 55.6397Z" fill="url(#paint2_linear_481_4810)"/>
+<path d="M103.548 55.6397L103.557 55.6451L104.002 55.3877C103.851 55.471 103.698 55.5531 103.548 55.6397Z" fill="url(#paint3_linear_481_4810)"/>
+<path d="M116.308 52.2209C111.903 52.2271 107.507 53.3498 103.561 55.6366C95.6702 60.1891 90.8239 68.6019 90.8231 77.6986L90.8223 167.846C90.8222 169.786 92.871 171.041 94.599 170.16L103.523 165.611C116.573 158.959 124.788 145.549 124.788 130.902V62.9894C124.778 58.6476 129.49 55.9209 133.25 58.0698L128.879 55.5453C124.976 53.3242 120.645 52.2192 116.308 52.2209Z" fill="url(#paint4_linear_481_4810)"/>
+<path d="M95.3068 221.682C103.184 226.23 112.889 226.232 120.78 221.68L154.311 202.32C150.475 204.432 146.243 205.481 142.018 205.483C137.68 205.485 133.337 204.383 129.442 202.167L84.2226 176.06C83.2035 175.472 82.5757 174.384 82.5757 173.208L82.5757 106.445C82.5757 104.992 81 104.087 79.7451 104.813L61.3465 115.428C53.4682 119.976 48.6091 128.382 48.6089 137.487L48.6089 179.978C48.6089 189.074 53.4585 197.481 61.3465 202.038L67.3303 205.494C67.6629 205.707 68.0002 205.916 68.3446 206.115L95.3068 221.682Z" fill="url(#paint5_linear_481_4810)"/>
+<path d="M95.3068 221.682C103.184 226.23 112.889 226.232 120.78 221.68L154.311 202.32C150.475 204.432 146.243 205.481 142.018 205.483C137.68 205.485 133.337 204.383 129.442 202.167L84.2226 176.06C83.2035 175.472 82.5757 174.384 82.5757 173.208L82.5757 106.445C82.5757 104.992 81 104.087 79.7451 104.813L61.3465 115.428C53.4682 119.976 48.6091 128.382 48.6089 137.487L48.6089 179.978C48.6089 189.074 53.4585 197.481 61.3465 202.038L67.3303 205.494C67.6629 205.707 68.0002 205.916 68.3446 206.115L95.3068 221.682Z" fill="url(#paint6_linear_481_4810)"/>
+<path d="M154.765 202.068L154.756 202.063L154.311 202.32C154.463 202.237 154.615 202.155 154.765 202.068Z" fill="url(#paint7_linear_481_4810)"/>
+<path d="M154.765 202.068L154.756 202.063L154.311 202.32C154.463 202.237 154.615 202.155 154.765 202.068Z" fill="url(#paint8_linear_481_4810)"/>
+<path d="M142.003 205.487C146.408 205.481 150.805 204.358 154.751 202.071C162.641 197.519 167.488 189.106 167.488 180.009L167.489 89.8618C167.489 87.9222 165.44 86.667 163.712 87.5479L154.788 92.0972C141.739 98.7494 133.523 112.159 133.523 126.806L133.523 194.719C133.533 199.06 128.821 201.787 125.061 199.638L129.432 202.163C133.336 204.384 137.666 205.489 142.003 205.487Z" fill="url(#paint9_linear_481_4810)"/>
+<defs>
+<linearGradient id="paint0_linear_481_4810" x1="207.413" y1="61.882" x2="148.999" y2="163.067" gradientUnits="userSpaceOnUse">
+<stop stop-color="#9189F7"/>
+<stop offset="1" stop-color="#4135E9"/>
+</linearGradient>
+<linearGradient id="paint1_linear_481_4810" x1="188.235" y1="204.189" x2="264.21" y2="152.592" gradientUnits="userSpaceOnUse">
+<stop stop-color="#4F42FD"/>
+<stop offset="1" stop-color="#7274FF"/>
+</linearGradient>
+<linearGradient id="paint2_linear_481_4810" x1="207.413" y1="61.882" x2="148.999" y2="163.067" gradientUnits="userSpaceOnUse">
+<stop stop-color="#9189F7"/>
+<stop offset="1" stop-color="#4135E9"/>
+</linearGradient>
+<linearGradient id="paint3_linear_481_4810" x1="188.235" y1="204.189" x2="264.21" y2="152.592" gradientUnits="userSpaceOnUse">
+<stop stop-color="#4F42FD"/>
+<stop offset="1" stop-color="#7274FF"/>
+</linearGradient>
+<linearGradient id="paint4_linear_481_4810" x1="93.1761" y1="128.826" x2="66.2399" y2="104.746" gradientUnits="userSpaceOnUse">
+<stop offset="0.25" stop-color="#4F42FD"/>
+<stop offset="1" stop-color="#2C08AC"/>
+</linearGradient>
+<linearGradient id="paint5_linear_481_4810" x1="50.9004" y1="195.826" x2="109.315" y2="94.6412" gradientUnits="userSpaceOnUse">
+<stop stop-color="#9189F7"/>
+<stop offset="1" stop-color="#4135E9"/>
+</linearGradient>
+<linearGradient id="paint6_linear_481_4810" x1="70.0787" y1="53.5188" x2="-5.89657" y2="105.116" gradientUnits="userSpaceOnUse">
+<stop stop-color="#4F42FD"/>
+<stop offset="1" stop-color="#7274FF"/>
+</linearGradient>
+<linearGradient id="paint7_linear_481_4810" x1="50.9004" y1="195.826" x2="109.315" y2="94.6412" gradientUnits="userSpaceOnUse">
+<stop stop-color="#9189F7"/>
+<stop offset="1" stop-color="#4135E9"/>
+</linearGradient>
+<linearGradient id="paint8_linear_481_4810" x1="70.0787" y1="53.5188" x2="-5.89657" y2="105.116" gradientUnits="userSpaceOnUse">
+<stop stop-color="#4F42FD"/>
+<stop offset="1" stop-color="#7274FF"/>
+</linearGradient>
+<linearGradient id="paint9_linear_481_4810" x1="165.135" y1="128.882" x2="192.072" y2="152.962" gradientUnits="userSpaceOnUse">
+<stop offset="0.25" stop-color="#4F42FD"/>
+<stop offset="1" stop-color="#2C08AC"/>
+</linearGradient>
+</defs>
+</svg>
@@ -0,0 +1,5 @@
+<svg width="256" height="256" viewBox="0 0 256 256" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="256" height="256" transform="matrix(-1 0 0 1 256 0)" fill="white"/>
+<path d="M167.489 89.8618C167.489 87.9224 165.441 86.667 163.713 87.5473L154.788 92.0971C141.739 98.7493 133.523 112.159 133.523 126.806V194.718C133.533 199.053 128.837 201.777 125.08 199.647L84.2227 176.06C83.2036 175.472 82.5762 174.384 82.5762 173.207V106.445C82.5759 104.992 80.9999 104.087 79.7451 104.813L61.3467 115.428C53.4685 119.976 48.6096 128.382 48.6094 137.487V179.978C48.6094 189.074 53.4588 197.481 61.3467 202.039L67.3301 205.494C67.6627 205.707 68.0004 205.916 68.3447 206.115L95.3066 221.682C103.184 226.23 112.889 226.232 120.779 221.679L154.312 202.32C154.271 202.342 154.23 202.362 154.189 202.384C154.283 202.333 154.375 202.281 154.468 202.229L154.312 202.32C154.463 202.237 154.615 202.154 154.765 202.068L154.762 202.065C162.646 197.511 167.487 189.102 167.488 180.009L167.489 89.8618Z" fill="black"/>
+<path d="M163.007 36.0259C155.13 31.4781 145.424 31.4763 137.533 36.0288L104.002 55.3882C104.029 55.3732 104.057 55.359 104.084 55.3442C104.02 55.3794 103.956 55.4159 103.893 55.4516L104.002 55.3882C103.851 55.4714 103.699 55.5536 103.549 55.6401L103.552 55.6411C95.6664 60.1948 90.8241 68.6053 90.8232 77.6987L90.8223 167.846C90.8223 169.786 92.8707 171.04 94.5986 170.16L103.523 165.611C116.573 158.959 124.788 145.549 124.788 130.902V62.9897C124.778 58.6479 129.49 55.9211 133.25 58.0698L174.091 81.6479C175.11 82.2363 175.737 83.3238 175.737 84.5005V151.263C175.738 152.716 177.314 153.621 178.568 152.895L196.967 142.28C204.845 137.732 209.704 129.326 209.704 120.221V77.73C209.704 68.6343 204.855 60.2267 196.967 55.6694L190.982 52.2143C190.65 52.0011 190.313 51.792 189.969 51.5932L163.007 36.0259Z" fill="black"/>
+</svg>
@@ -0,0 +1,5 @@
+<svg width="256" height="256" viewBox="0 0 256 256" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="256" height="256" transform="matrix(-1 0 0 1 256 0)" fill="black"/>
+<path d="M167.489 89.8618C167.489 87.9224 165.441 86.667 163.713 87.5473L154.788 92.0971C141.739 98.7493 133.523 112.159 133.523 126.806V194.718C133.533 199.053 128.837 201.777 125.08 199.647L84.2227 176.06C83.2036 175.472 82.5762 174.384 82.5762 173.207V106.445C82.5759 104.992 80.9999 104.087 79.7451 104.813L61.3467 115.428C53.4685 119.976 48.6096 128.382 48.6094 137.487V179.978C48.6094 189.074 53.4588 197.481 61.3467 202.039L67.3301 205.494C67.6627 205.707 68.0004 205.916 68.3447 206.115L95.3066 221.682C103.184 226.23 112.889 226.232 120.779 221.679L154.312 202.32C154.271 202.342 154.23 202.362 154.189 202.384C154.283 202.333 154.375 202.281 154.468 202.229L154.312 202.32C154.463 202.237 154.615 202.154 154.765 202.068L154.762 202.065C162.646 197.511 167.487 189.102 167.488 180.009L167.489 89.8618Z" fill="white"/>
+<path d="M163.007 36.0259C155.13 31.4781 145.424 31.4763 137.533 36.0288L104.002 55.3882C104.029 55.3732 104.057 55.359 104.084 55.3442C104.02 55.3794 103.956 55.4159 103.893 55.4516L104.002 55.3882C103.851 55.4714 103.699 55.5536 103.549 55.6401L103.552 55.6411C95.6664 60.1948 90.8241 68.6053 90.8232 77.6987L90.8223 167.846C90.8223 169.786 92.8707 171.04 94.5986 170.16L103.523 165.611C116.573 158.959 124.788 145.549 124.788 130.902V62.9897C124.778 58.6479 129.49 55.9211 133.25 58.0698L174.091 81.6479C175.11 82.2363 175.737 83.3238 175.737 84.5005V151.263C175.738 152.716 177.314 153.621 178.568 152.895L196.967 142.28C204.845 137.732 209.704 129.326 209.704 120.221V77.73C209.704 68.6343 204.855 60.2267 196.967 55.6694L190.982 52.2143C190.65 52.0011 190.313 51.792 189.969 51.5932L163.007 36.0259Z" fill="white"/>
+</svg>
@@ -0,0 +1,4 @@
+<svg width="256" height="256" viewBox="0 0 256 256" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="256" height="256" transform="matrix(-1 0 0 1 256 0)" fill="white"/>
+<path d="M48.6094 179.978V137.487C48.6096 128.382 53.4685 119.976 61.3467 115.428L79.7451 104.813C80.9999 104.087 82.5759 104.992 82.5762 106.445V173.207C82.5762 174.384 83.2036 175.472 84.2227 176.06L125.08 199.647C128.837 201.777 133.533 199.053 133.523 194.718V126.806C133.523 112.388 141.484 99.1684 154.18 92.4135L154.788 92.0971L163.713 87.5473C165.441 86.667 167.489 87.9224 167.489 89.8618L167.488 180.009L167.474 180.86C167.181 189.624 162.399 197.653 154.762 202.065L154.765 202.068C154.615 202.154 154.463 202.237 154.312 202.32L154.468 202.229C154.375 202.281 154.283 202.333 154.189 202.384C154.23 202.362 154.271 202.342 154.312 202.32L120.779 221.679L120.034 222.092C112.534 226.093 103.539 226.092 96.0508 222.095L95.3066 221.682L68.3447 206.115C68.0004 205.916 67.6627 205.707 67.3301 205.494L61.3467 202.039C53.7053 197.624 48.9149 189.595 48.623 180.829L48.6094 179.978ZM175.737 84.5005C175.737 83.3974 175.186 82.3728 174.277 81.7641L174.091 81.6479L133.25 58.0698C129.49 55.9211 124.778 58.6479 124.788 62.9897V130.902L124.782 131.587C124.53 145.966 116.369 159.063 103.523 165.611L94.5986 170.16L94.4355 170.236C92.799 170.938 90.9459 169.803 90.8281 168.026L90.8223 167.846L90.8232 77.6987C90.8241 68.6053 95.6664 60.1948 103.552 55.6411L103.549 55.6401C103.699 55.5536 103.851 55.4714 104.002 55.3882L103.893 55.4516C103.956 55.4159 104.02 55.3794 104.084 55.3442C104.057 55.359 104.029 55.3732 104.002 55.3882L137.533 36.0288C145.424 31.4763 155.13 31.4781 163.007 36.0259L189.969 51.5932C190.313 51.792 190.65 52.0011 190.982 52.2143L196.967 55.6694C204.855 60.2267 209.704 68.6343 209.704 77.73V120.221L209.689 121.073C209.397 129.848 204.599 137.874 196.967 142.28L178.568 152.895C177.314 153.621 175.738 152.716 175.737 151.263V84.5005ZM176.814 149.866L176.819 149.864L176.832 149.856C176.826 149.859 176.82 149.862 176.814 149.866ZM137.023 194.71L137.019 195.038C136.802 201.878 129.341 206.087 123.354 202.692L123.33 202.678L82.4727 179.091C80.3698 177.877 79.0762 175.634 79.0762 173.207V109.239L63.0957 118.458C56.5124 122.259 52.3745 129.183 52.1221 136.752L52.1094 137.487V179.978C52.1094 187.823 56.2909 195.075 63.0957 199.007H63.0967L69.0801 202.462L69.1504 202.503L69.2188 202.547C69.5212 202.741 69.8111 202.92 70.0947 203.083L97.0566 218.651L97.6982 219.007C104.372 222.569 112.434 222.453 119.029 218.648L152.514 199.316L152.512 199.312C152.581 199.274 152.65 199.236 152.752 199.178L152.753 199.181C152.775 199.169 152.796 199.158 152.815 199.147L153.011 199.035C159.81 195.107 163.987 187.854 163.988 180.009V91.3344L156.378 95.2153C144.501 101.27 137.023 113.475 137.023 126.806V194.71ZM94.3223 166.372L101.934 162.493C113.811 156.438 121.288 144.233 121.288 130.902V62.9897C121.278 55.9521 128.901 51.5532 134.986 55.0307L135 55.0385L175.841 78.6167L176.036 78.7339C178.023 79.9714 179.237 82.15 179.237 84.5005V148.468L195.217 139.249C202.013 135.326 206.204 128.075 206.204 120.221V77.73C206.204 69.8848 202.022 62.6318 195.217 58.6997L189.232 55.2456L189.162 55.2046L189.094 55.1606C188.788 54.9649 188.5 54.787 188.219 54.6245L161.257 39.0571C154.463 35.135 146.091 35.1311 139.282 39.0591L139.283 39.06L105.765 58.4106L105.767 58.4135C105.713 58.443 105.723 58.4383 105.602 58.5063L105.6 58.5034C105.535 58.5391 105.481 58.5691 105.433 58.5962L105.302 58.6723C98.5016 62.5995 94.324 69.8532 94.3232 77.6987L94.3223 166.372Z" fill="black"/>
+</svg>
@@ -0,0 +1,4 @@
+<svg width="256" height="256" viewBox="0 0 256 256" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="256" height="256" transform="matrix(-1 0 0 1 256 0)" fill="black"/>
+<path d="M48.6094 179.978V137.487C48.6096 128.382 53.4685 119.976 61.3467 115.428L79.7451 104.813C80.9999 104.087 82.5759 104.992 82.5762 106.445V173.207C82.5762 174.384 83.2036 175.472 84.2227 176.06L125.08 199.647C128.837 201.777 133.533 199.053 133.523 194.718V126.806C133.523 112.388 141.484 99.1684 154.18 92.4135L154.788 92.0971L163.713 87.5473C165.441 86.667 167.489 87.9224 167.489 89.8618L167.488 180.009L167.474 180.86C167.181 189.624 162.399 197.653 154.762 202.065L154.765 202.068C154.615 202.154 154.463 202.237 154.312 202.32L154.468 202.229C154.375 202.281 154.283 202.333 154.189 202.384C154.23 202.362 154.271 202.342 154.312 202.32L120.779 221.679L120.034 222.092C112.534 226.093 103.539 226.092 96.0508 222.095L95.3066 221.682L68.3447 206.115C68.0004 205.916 67.6627 205.707 67.3301 205.494L61.3467 202.039C53.7053 197.624 48.9149 189.595 48.623 180.829L48.6094 179.978ZM175.737 84.5005C175.737 83.3974 175.186 82.3728 174.277 81.7641L174.091 81.6479L133.25 58.0698C129.49 55.9211 124.778 58.6479 124.788 62.9897V130.902L124.782 131.587C124.53 145.966 116.369 159.063 103.523 165.611L94.5986 170.16L94.4355 170.236C92.799 170.938 90.9459 169.803 90.8281 168.026L90.8223 167.846L90.8232 77.6987C90.8241 68.6053 95.6664 60.1948 103.552 55.6411L103.549 55.6401C103.699 55.5536 103.851 55.4714 104.002 55.3882L103.893 55.4516C103.956 55.4159 104.02 55.3794 104.084 55.3442C104.057 55.359 104.029 55.3732 104.002 55.3882L137.533 36.0288C145.424 31.4763 155.13 31.4781 163.007 36.0259L189.969 51.5932C190.313 51.792 190.65 52.0011 190.982 52.2143L196.967 55.6694C204.855 60.2267 209.704 68.6343 209.704 77.73V120.221L209.689 121.073C209.397 129.848 204.599 137.874 196.967 142.28L178.568 152.895C177.314 153.621 175.738 152.716 175.737 151.263V84.5005ZM176.814 149.866L176.819 149.864L176.832 149.856C176.826 149.859 176.82 149.862 176.814 149.866ZM137.023 194.71L137.019 195.038C136.802 201.878 129.341 206.087 123.354 202.692L123.33 202.678L82.4727 179.091C80.3698 177.877 79.0762 175.634 79.0762 173.207V109.239L63.0957 118.458C56.5124 122.259 52.3745 129.183 52.1221 136.752L52.1094 137.487V179.978C52.1094 187.823 56.2909 195.075 63.0957 199.007H63.0967L69.0801 202.462L69.1504 202.503L69.2188 202.547C69.5212 202.741 69.8111 202.92 70.0947 203.083L97.0566 218.651L97.6982 219.007C104.372 222.569 112.434 222.453 119.029 218.648L152.514 199.316L152.512 199.312C152.581 199.274 152.65 199.236 152.752 199.178L152.753 199.181C152.775 199.169 152.796 199.158 152.815 199.147L153.011 199.035C159.81 195.107 163.987 187.854 163.988 180.009V91.3344L156.378 95.2153C144.501 101.27 137.023 113.475 137.023 126.806V194.71ZM94.3223 166.372L101.934 162.493C113.811 156.438 121.288 144.233 121.288 130.902V62.9897C121.278 55.9521 128.901 51.5532 134.986 55.0307L135 55.0385L175.841 78.6167L176.036 78.7339C178.023 79.9714 179.237 82.15 179.237 84.5005V148.468L195.217 139.249C202.013 135.326 206.204 128.075 206.204 120.221V77.73C206.204 69.8848 202.022 62.6318 195.217 58.6997L189.232 55.2456L189.162 55.2046L189.094 55.1606C188.788 54.9649 188.5 54.787 188.219 54.6245L161.257 39.0571C154.463 35.135 146.091 35.1311 139.282 39.0591L139.283 39.06L105.765 58.4106L105.767 58.4135C105.713 58.443 105.723 58.4383 105.602 58.5063L105.6 58.5034C105.535 58.5391 105.481 58.5691 105.433 58.5962L105.302 58.6723C98.5016 62.5995 94.324 69.8532 94.3232 77.6987L94.3223 166.372Z" fill="white"/>
+</svg>
@@ -1125,7 +1125,7 @@ Naming (Python): N/A (Composable Components)
 Supports: N  
 Observation: No explicit middleware/filters; modularity allows composable units but no dedicated interception hooks or callbacks for custom reading/modification mid-execution.

-For more details, see the official documentation: [Atomic Agents Docs](https://brainblend-ai.github.io/atomic-agents/). No specific code examples available for interception.
+No specific code examples available for interception.

 #### Smolagents (Hugging Face)

@@ -0,0 +1 @@
+../../../.github/skills/pull-requests
@@ -1,4 +1,4 @@
---
+---
 name: verify-samples-tool
 description: How to use the verify-samples tool to run, verify, and manage sample definitions in the Agent Framework repository. Use this when adding, updating, or running sample verification.
 ---
@@ -157,7 +157,7 @@ new SampleDefinition
 new SampleDefinition
 {
    Name = "Agent_With_AzureOpenAIChatCompletion",
-    ProjectPath = "samples/02-agents/AgentProviders/Agent_With_AzureOpenAIChatCompletion",
+    ProjectPath = "samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIChatCompletion",
    RequiredEnvironmentVariables = ["AZURE_OPENAI_ENDPOINT"],
    OptionalEnvironmentVariables = ["AZURE_OPENAI_DEPLOYMENT_NAME"],
    ExpectedOutputDescription =
@@ -223,3 +223,5 @@ new SampleDefinition
    SkipReason = "Runs as an MCP stdio server that does not exit on its own.",
 },
 ```
+
+
@@ -10,6 +10,10 @@ See `./.github/skills/build-and-test/SKILL.md` for detailed instructions on buil

 See `./.github/skills/project-structure/SKILL.md` for an overview of the project structure.

+## Pull Requests
+
+See `./.github/skills/pull-requests/SKILL.md` for guidance on writing PR descriptions and handling/resolving PR review comments.
+
 ### Core types

 - `AIAgent`: The abstract base class that all agents derive from, providing common methods for interacting with an agent.
@@ -21,6 +21,7 @@
    <PackageVersion Include="Aspire.Hosting.Azure.CognitiveServices" Version="$(AspireAppHostSdkVersion)" />
    <PackageVersion Include="Aspire.Microsoft.Azure.Cosmos" Version="$(AspireAppHostSdkVersion)" />
    <PackageVersion Include="CommunityToolkit.Aspire.OllamaSharp" Version="13.0.0" />
+    <PackageVersion Include="MessagePack" Version="3.1.7" /> <!-- Transitive dependency of Aspire pinned to newer version due to vulnerability in 2.5.192 -->
    <!-- Azure.* -->
    <PackageVersion Include="Azure.AI.AgentServer.Core" Version="1.0.0-beta.25" />
    <PackageVersion Include="Azure.AI.AgentServer.Invocations" Version="1.0.0-beta.4" />
@@ -41,19 +42,19 @@
    <!-- Newtonsoft.Json -->
    <PackageVersion Include="Newtonsoft.Json" Version="13.0.4" />
    <!-- System.* -->
-    <PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="10.0.6" />
+    <PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="10.0.8" />
    <PackageVersion Include="Microsoft.Bcl.HashCode" Version="6.0.0" />
    <PackageVersion Include="Microsoft.Bcl.Memory" Version="10.0.5" />
    <PackageVersion Include="System.ClientModel" Version="1.12.0" />
    <PackageVersion Include="System.CodeDom" Version="10.0.0" />
    <PackageVersion Include="System.Collections.Immutable" Version="10.0.1" />
    <PackageVersion Include="System.CommandLine" Version="2.0.0-rc.2.25502.107" />
-    <PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="10.0.6" />
+    <PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="10.0.8" />
    <PackageVersion Include="System.Linq.AsyncEnumerable" Version="10.0.5" />
    <PackageVersion Include="System.Net.Http.Json" Version="10.0.0" />
    <PackageVersion Include="System.Net.ServerSentEvents" Version="10.0.5" />
-    <PackageVersion Include="System.Text.Json" Version="10.0.6" />
-    <PackageVersion Include="System.Threading.Channels" Version="10.0.6" />
+    <PackageVersion Include="System.Text.Json" Version="10.0.8" />
+    <PackageVersion Include="System.Threading.Channels" Version="10.0.8" />
    <PackageVersion Include="System.Threading.Tasks.Extensions" Version="4.6.3" />
    <PackageVersion Include="System.Net.Security" Version="4.3.2" />
    <!-- OpenTelemetry -->
@@ -72,12 +73,12 @@
    <PackageVersion Include="Microsoft.AspNetCore.OpenApi" Version="10.0.0" />
    <PackageVersion Include="Swashbuckle.AspNetCore.SwaggerUI" Version="10.0.0" />
    <!-- Microsoft.Extensions.* -->
-    <PackageVersion Include="Microsoft.Extensions.AI" Version="10.5.1" />
-    <PackageVersion Include="Microsoft.Extensions.AI.Abstractions" Version="10.5.1" />
-    <PackageVersion Include="Microsoft.Extensions.AI.Evaluation" Version="10.4.0" />
-    <PackageVersion Include="Microsoft.Extensions.AI.Evaluation.Quality" Version="10.4.0" />
-    <PackageVersion Include="Microsoft.Extensions.AI.Evaluation.Safety" Version="10.3.0-preview.1.26109.11" />
-    <PackageVersion Include="Microsoft.Extensions.AI.OpenAI" Version="10.5.1" />
+    <PackageVersion Include="Microsoft.Extensions.AI" Version="10.6.0" />
+    <PackageVersion Include="Microsoft.Extensions.AI.Abstractions" Version="10.6.0" />
+    <PackageVersion Include="Microsoft.Extensions.AI.Evaluation" Version="10.6.0" />
+    <PackageVersion Include="Microsoft.Extensions.AI.Evaluation.Quality" Version="10.6.0" />
+    <PackageVersion Include="Microsoft.Extensions.AI.Evaluation.Safety" Version="10.6.0" />
+    <PackageVersion Include="Microsoft.Extensions.AI.OpenAI" Version="10.6.0" />
    <PackageVersion Include="Microsoft.Extensions.Caching.Memory" Version="10.0.0" />
    <PackageVersion Include="Microsoft.Extensions.Compliance.Abstractions" Version="10.5.0" />
    <PackageVersion Include="Microsoft.Extensions.Configuration" Version="10.0.1" />
@@ -86,12 +87,12 @@
    <PackageVersion Include="Microsoft.Extensions.Configuration.Json" Version="10.0.1" />
    <PackageVersion Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.1" />
    <PackageVersion Include="Microsoft.Extensions.DependencyInjection" Version="10.0.1" />
-    <PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="10.0.6" />
+    <PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="10.0.8" />
    <PackageVersion Include="Microsoft.Extensions.FileSystemGlobbing" Version="10.0.6" />
    <PackageVersion Include="Microsoft.Extensions.Hosting" Version="10.0.1" />
    <PackageVersion Include="Microsoft.Extensions.Http.Resilience" Version="10.0.0" />
    <PackageVersion Include="Microsoft.Extensions.Logging" Version="10.0.1" />
-    <PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="10.0.6" />
+    <PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="10.0.8" />
    <PackageVersion Include="Microsoft.Extensions.Logging.Console" Version="10.0.1" />
    <PackageVersion Include="Microsoft.Extensions.ServiceDiscovery" Version="10.0.0" />
    <PackageVersion Include="Microsoft.Extensions.VectorData.Abstractions" Version="9.7.0" />
@@ -99,7 +100,7 @@
    <PackageVersion Include="Microsoft.SemanticKernel.Connectors.InMemory" Version="1.67.0-preview" />
    <PackageVersion Include="Microsoft.SemanticKernel.Connectors.Qdrant" Version="1.67.0-preview" />
    <!-- Agent SDKs -->
-    <PackageVersion Include="GitHub.Copilot.SDK" Version="1.0.0-beta.2" />
+    <PackageVersion Include="GitHub.Copilot.SDK" Version="1.0.0" />
    <PackageVersion Include="Microsoft.Agents.CopilotStudio.Client" Version="1.3.171-beta" />
    <!-- M365 Agents SDK -->
    <PackageVersion Include="AdaptiveCards" Version="3.1.0" />
@@ -138,10 +139,15 @@
    <PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" Version="2.1.0" />
    <PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Mcp" Version="1.0.0" />
    <PackageVersion Include="Microsoft.Azure.Functions.Worker.Sdk" Version="2.0.7" />
+    <!-- Valkey -->
    <!-- Redis -->
    <PackageVersion Include="StackExchange.Redis" Version="2.10.1" />
+    <!-- Valkey -->
+    <PackageVersion Include="Valkey.Glide" Version="1.1.0" />
    <!-- Console UX -->
    <PackageVersion Include="Spectre.Console" Version="0.49.1" />
+    <!-- AWS -->
+    <PackageVersion Include="AWSSDK.Extensions.Bedrock.MEAI" Version="4.0.6.10" />
    <!-- Test -->
    <PackageVersion Include="FluentAssertions" Version="8.8.0" />
    <PackageVersion Include="Microsoft.AspNetCore.TestHost" Condition="'$(TargetFramework)' == 'net8.0'" Version="8.0.22" />
@@ -1,4 +1,4 @@
-<Solution>
+<Solution>
  <Configurations>
    <BuildType Name="Debug" />
    <BuildType Name="Publish" />
@@ -22,20 +22,19 @@
  </Folder>
  <Folder Name="/Samples/02-agents/AgentProviders/">
    <File Path="samples/02-agents/AgentProviders/README.md" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_A2A/Agent_With_A2A.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_Anthropic/Agent_With_Anthropic.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_AzureAIAgentsPersistent/Agent_With_AzureAIAgentsPersistent.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_AzureAIProject/Agent_With_AzureAIProject.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_AzureFoundryModel/Agent_With_AzureFoundryModel.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_AzureOpenAIChatCompletion/Agent_With_AzureOpenAIChatCompletion.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_AzureOpenAIResponses/Agent_With_AzureOpenAIResponses.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_CustomImplementation/Agent_With_CustomImplementation.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_GitHubCopilot/Agent_With_GitHubCopilot.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_GoogleGemini/Agent_With_GoogleGemini.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_Ollama/Agent_With_Ollama.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_ONNX/Agent_With_ONNX.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_OpenAIChatCompletion/Agent_With_OpenAIChatCompletion.csproj" />
-    <Project Path="samples/02-agents/AgentProviders/Agent_With_OpenAIResponses/Agent_With_OpenAIResponses.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/a2a/Agent_With_A2A/Agent_With_A2A.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/anthropic/Agent_With_Anthropic/Agent_With_Anthropic.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/azure/Agent_With_AzureAIProject/Agent_With_AzureAIProject.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/azure/Agent_With_AzureFoundryModel/Agent_With_AzureFoundryModel.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIChatCompletion/Agent_With_AzureOpenAIChatCompletion.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIResponses/Agent_With_AzureOpenAIResponses.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/custom/Agent_With_CustomImplementation/Agent_With_CustomImplementation.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/github-copilot/Agent_With_GitHubCopilot/Agent_With_GitHubCopilot.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/google-gemini/Agent_With_GoogleGemini/Agent_With_GoogleGemini.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/ollama/Agent_With_Ollama/Agent_With_Ollama.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/onnx/Agent_With_ONNX/Agent_With_ONNX.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_With_OpenAIChatCompletion/Agent_With_OpenAIChatCompletion.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_With_OpenAIResponses/Agent_With_OpenAIResponses.csproj" />
  </Folder>
  <Folder Name="/Samples/05-end-to-end/DevUIAspireIntegration/">
    <Project Path="samples/05-end-to-end/DevUIAspireIntegration/DevUIIntegration.AppHost/DevUIIntegration.AppHost.csproj" />
@@ -129,6 +128,7 @@
    <Project Path="samples/02-agents/Harness/Harness_Step02_Research_WithBackgroundAgents/Harness_Step02_Research_WithBackgroundAgents.csproj" />
    <Project Path="samples/02-agents/Harness/Harness_Step03_DataProcessing/Harness_Step03_DataProcessing.csproj" />
    <Project Path="samples/02-agents/Harness/Harness_Step04_CodeExecution/Harness_Step04_CodeExecution.csproj" />
+    <Project Path="samples/02-agents/Harness/Harness_Step05_Loop/Harness_Step05_Loop.csproj" />
  </Folder>
  <Folder Name="/Samples/02-agents/AGUI/Step05_StateManagement/">
    <Project Path="samples/02-agents/AGUI/Step05_StateManagement/Client/Client.csproj" />
@@ -138,43 +138,43 @@
    <File Path="samples/02-agents/DevUI/README.md" />
    <Project Path="samples/02-agents/DevUI/DevUI_Step01_BasicUsage/DevUI_Step01_BasicUsage.csproj" />
  </Folder>
-  <Folder Name="/Samples/02-agents/AgentWithAnthropic/">
-    <File Path="samples/02-agents/AgentWithAnthropic/README.md" />
-    <Project Path="samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step01_Running/Agent_Anthropic_Step01_Running.csproj" />
-    <Project Path="samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step02_Reasoning/Agent_Anthropic_Step02_Reasoning.csproj" />
-    <Project Path="samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step03_UsingFunctionTools/Agent_Anthropic_Step03_UsingFunctionTools.csproj" />
-    <Project Path="samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step04_UsingSkills/Agent_Anthropic_Step04_UsingSkills.csproj" />
+  <Folder Name="/Samples/02-agents/AgentProviders/anthropic/">
+    <File Path="samples/02-agents/AgentProviders/anthropic/README.md" />
+    <Project Path="samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step01_Running/Agent_Anthropic_Step01_Running.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step02_Reasoning/Agent_Anthropic_Step02_Reasoning.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step03_UsingFunctionTools/Agent_Anthropic_Step03_UsingFunctionTools.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step04_UsingSkills/Agent_Anthropic_Step04_UsingSkills.csproj" />
  </Folder>
-  <Folder Name="/Samples/02-agents/AgentsWithFoundry/">
-    <File Path="samples/02-agents/AgentsWithFoundry/README.md" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step00_FoundryAgentLifecycle/Agent_Step00_FoundryAgentLifecycle.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step01_Basics/Agent_Step01_Basics.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step02.1_MultiturnConversation/Agent_Step02.1_MultiturnConversation.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step02.2_MultiturnWithServerConversations/Agent_Step02.2_MultiturnWithServerConversations.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step03_UsingFunctionTools/Agent_Step03_UsingFunctionTools.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step04_UsingFunctionToolsWithApprovals/Agent_Step04_UsingFunctionToolsWithApprovals.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step05_StructuredOutput/Agent_Step05_StructuredOutput.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step06_PersistedConversations/Agent_Step06_PersistedConversations.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step07_Observability/Agent_Step07_Observability.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step08_DependencyInjection/Agent_Step08_DependencyInjection.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step09_UsingMcpClientAsTools/Agent_Step09_UsingMcpClientAsTools.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step10_UsingImages/Agent_Step10_UsingImages.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step11_AsFunctionTool/Agent_Step11_AsFunctionTool.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step12_Middleware/Agent_Step12_Middleware.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step13_Plugins/Agent_Step13_Plugins.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step14_CodeInterpreter/Agent_Step14_CodeInterpreter.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step15_ComputerUse/Agent_Step15_ComputerUse.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step16_FileSearch/Agent_Step16_FileSearch.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step17_OpenAPITools/Agent_Step17_OpenAPITools.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step18_BingCustomSearch/Agent_Step18_BingCustomSearch.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step19_SharePoint/Agent_Step19_SharePoint.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step20_MicrosoftFabric/Agent_Step20_MicrosoftFabric.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step21_WebSearch/Agent_Step21_WebSearch.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step22_MemorySearch/Agent_Step22_MemorySearch.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step23_LocalMCP/Agent_Step23_LocalMCP.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step24_CodeInterpreterFileDownload/Agent_Step24_CodeInterpreterFileDownload.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step25_FoundryToolboxMcp/Agent_Step25_FoundryToolboxMcp.csproj" />
-    <Project Path="samples/02-agents/AgentsWithFoundry/Agent_Step26_FoundryToolboxMcpSkills/Agent_Step26_FoundryToolboxMcpSkills.csproj" />
+  <Folder Name="/Samples/02-agents/AgentProviders/foundry/">
+    <File Path="samples/02-agents/AgentProviders/foundry/README.md" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step00_FoundryAgentLifecycle/Agent_Step00_FoundryAgentLifecycle.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step01_Basics/Agent_Step01_Basics.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step02.1_MultiturnConversation/Agent_Step02.1_MultiturnConversation.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step02.2_MultiturnWithServerConversations/Agent_Step02.2_MultiturnWithServerConversations.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step03_UsingFunctionTools/Agent_Step03_UsingFunctionTools.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step04_UsingFunctionToolsWithApprovals/Agent_Step04_UsingFunctionToolsWithApprovals.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step05_StructuredOutput/Agent_Step05_StructuredOutput.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step06_PersistedConversations/Agent_Step06_PersistedConversations.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step07_Observability/Agent_Step07_Observability.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step08_DependencyInjection/Agent_Step08_DependencyInjection.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step09_UsingMcpClientAsTools/Agent_Step09_UsingMcpClientAsTools.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step10_UsingImages/Agent_Step10_UsingImages.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step11_AsFunctionTool/Agent_Step11_AsFunctionTool.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step12_Middleware/Agent_Step12_Middleware.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step13_Plugins/Agent_Step13_Plugins.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step14_CodeInterpreter/Agent_Step14_CodeInterpreter.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step15_ComputerUse/Agent_Step15_ComputerUse.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step16_FileSearch/Agent_Step16_FileSearch.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step17_OpenAPITools/Agent_Step17_OpenAPITools.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step18_BingCustomSearch/Agent_Step18_BingCustomSearch.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step19_SharePoint/Agent_Step19_SharePoint.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step20_MicrosoftFabric/Agent_Step20_MicrosoftFabric.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step21_WebSearch/Agent_Step21_WebSearch.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step22_MemorySearch/Agent_Step22_MemorySearch.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step23_LocalMCP/Agent_Step23_LocalMCP.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step24_CodeInterpreterFileDownload/Agent_Step24_CodeInterpreterFileDownload.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step25_FoundryToolboxMcp/Agent_Step25_FoundryToolboxMcp.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/foundry/Agent_Step26_FoundryToolboxMcpSkills/Agent_Step26_FoundryToolboxMcpSkills.csproj" />
  </Folder>
  <Folder Name="/Samples/02-agents/Evaluation/">
    <Project Path="samples/02-agents/Evaluation/Evaluation_CustomEvals/Evaluation_CustomEvals.csproj" />
@@ -194,15 +194,17 @@
    <Project Path="samples/02-agents/AgentWithMemory/AgentWithMemory_Step02_MemoryUsingMem0/AgentWithMemory_Step02_MemoryUsingMem0.csproj" />
    <Project Path="samples/02-agents/AgentWithMemory/AgentWithMemory_Step04_MemoryUsingFoundry/AgentWithMemory_Step04_MemoryUsingFoundry.csproj" />
    <Project Path="samples/02-agents/AgentWithMemory/AgentWithMemory_Step05_BoundedChatHistory/AgentWithMemory_Step05_BoundedChatHistory.csproj" />
+    <Project Path="samples/02-agents/AgentWithMemory/AgentWithMemory_Step03_MemoryUsingValkey/AgentWithMemory_Step03_MemoryUsingValkey.csproj" />
+    <Project Path="samples/02-agents/AgentWithMemory/AgentWithMemory_Step03_MemoryUsingValkey_Bedrock/AgentWithMemory_Step03_MemoryUsingValkey_Bedrock.csproj" />
  </Folder>
-  <Folder Name="/Samples/02-agents/AgentWithOpenAI/">
-    <File Path="samples/02-agents/AgentWithOpenAI/README.md" />
-    <Project Path="samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step01_Running/Agent_OpenAI_Step01_Running.csproj" />
-    <Project Path="samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step02_Reasoning/Agent_OpenAI_Step02_Reasoning.csproj" />
-    <Project Path="samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step03_CreateFromChatClient/Agent_OpenAI_Step03_CreateFromChatClient.csproj" />
-    <Project Path="samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient.csproj" />
-    <Project Path="samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step05_Conversation/Agent_OpenAI_Step05_Conversation.csproj" />
-    <Project Path="samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step06_CodeInterpreterFileDownload/Agent_OpenAI_Step06_CodeInterpreterFileDownload.csproj" />
+  <Folder Name="/Samples/02-agents/AgentProviders/openai/">
+    <File Path="samples/02-agents/AgentProviders/openai/README.md" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step01_Running/Agent_OpenAI_Step01_Running.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step02_Reasoning/Agent_OpenAI_Step02_Reasoning.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step03_CreateFromChatClient/Agent_OpenAI_Step03_CreateFromChatClient.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step05_Conversation/Agent_OpenAI_Step05_Conversation.csproj" />
+    <Project Path="samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step06_CodeInterpreterFileDownload/Agent_OpenAI_Step06_CodeInterpreterFileDownload.csproj" />
  </Folder>
  <Folder Name="/Samples/02-agents/AgentWithRAG/">
    <File Path="samples/02-agents/AgentWithRAG/README.md" />
@@ -329,6 +331,9 @@
  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalTools/">
    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalTools/HostedLocalTools.csproj" />
  </Folder>
+  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalCodeAct/">
+    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalCodeAct/HostedLocalCodeAct.csproj" />
+  </Folder>
  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-McpTools/">
    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-McpTools/HostedMcpTools.csproj" />
  </Folder>
@@ -344,6 +349,9 @@
  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox/">
    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox/HostedToolbox.csproj" />
  </Folder>
+  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox-AuthPaths/">
+    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox-AuthPaths/Hosted-Toolbox-AuthPaths.csproj" />
+  </Folder>
  <Folder Name="/Samples/04-hosting/FoundryHostedAgents/responses/Hosted-ToolboxMcpSkills/">
    <Project Path="samples/04-hosting/FoundryHostedAgents/responses/Hosted-ToolboxMcpSkills/HostedToolboxMcpSkills.csproj" />
  </Folder>
@@ -611,6 +619,7 @@
    <Project Path="src/Microsoft.Agents.AI.Hosting.AspNetCore/Microsoft.Agents.AI.Hosting.AspNetCore.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hosting/Microsoft.Agents.AI.Hosting.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Hyperlight/Microsoft.Agents.AI.Hyperlight.csproj" />
+    <Project Path="src/Microsoft.Agents.AI.LocalCodeAct/Microsoft.Agents.AI.LocalCodeAct.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Mcp/Microsoft.Agents.AI.Mcp.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Mem0/Microsoft.Agents.AI.Mem0.csproj" />
    <Project Path="src/Microsoft.Agents.AI.OpenAI/Microsoft.Agents.AI.OpenAI.csproj" />
@@ -622,6 +631,7 @@
    <Project Path="src/Microsoft.Agents.AI.Workflows.Generators/Microsoft.Agents.AI.Workflows.Generators.csproj" />
    <Project Path="src/Microsoft.Agents.AI.Workflows/Microsoft.Agents.AI.Workflows.csproj" />
    <Project Path="src/Microsoft.Agents.AI/Microsoft.Agents.AI.csproj" />
+    <Project Path="src/Microsoft.Agents.AI.Valkey/Microsoft.Agents.AI.Valkey.csproj" />
  </Folder>
  <Folder Name="/Tests/" />
  <Folder Name="/Tests/IntegrationTests/">
@@ -665,6 +675,7 @@
    <Project Path="tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Hosting.UnitTests/Microsoft.Agents.AI.Hosting.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Hyperlight.UnitTests/Microsoft.Agents.AI.Hyperlight.UnitTests.csproj" />
+    <Project Path="tests/Microsoft.Agents.AI.LocalCodeAct.UnitTests/Microsoft.Agents.AI.LocalCodeAct.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Mcp.UnitTests/Microsoft.Agents.AI.Mcp.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Mem0.UnitTests/Microsoft.Agents.AI.Mem0.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.OpenAI.UnitTests/Microsoft.Agents.AI.OpenAI.UnitTests.csproj" />
@@ -675,5 +686,8 @@
    <Project Path="tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Workflows.Generators.UnitTests/Microsoft.Agents.AI.Workflows.Generators.UnitTests.csproj" />
    <Project Path="tests/Microsoft.Agents.AI.Workflows.UnitTests/Microsoft.Agents.AI.Workflows.UnitTests.csproj" />
+    <Project Path="tests/Microsoft.Agents.AI.Valkey.UnitTests/Microsoft.Agents.AI.Valkey.UnitTests.csproj" />
  </Folder>
 </Solution>
+
+
@@ -14,7 +14,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_CustomImplementation",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_CustomImplementation",
+            ProjectPath = "samples/02-agents/AgentProviders/custom/Agent_With_CustomImplementation",
            RequiredEnvironmentVariables = [],
            ExpectedOutputDescription =
            [
@@ -27,7 +27,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_AzureOpenAIChatCompletion",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_AzureOpenAIChatCompletion",
+            ProjectPath = "samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIChatCompletion",
            RequiredEnvironmentVariables = ["AZURE_OPENAI_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_OPENAI_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -40,7 +40,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_AzureOpenAIResponses",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_AzureOpenAIResponses",
+            ProjectPath = "samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIResponses",
            RequiredEnvironmentVariables = ["AZURE_OPENAI_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_OPENAI_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -50,23 +50,10 @@ internal static class AgentsSamples
            ],
        },

-        new SampleDefinition
-        {
-            Name = "Agent_With_AzureAIAgentsPersistent",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_AzureAIAgentsPersistent",
-            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
-            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
-            ExpectedOutputDescription =
-            [
-                "The output should contain a joke about a pirate.",
-                "The output should not contain error messages or stack traces.",
-            ],
-        },
-
        new SampleDefinition
        {
            Name = "Agent_With_AzureAIProject",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_AzureAIProject",
+            ProjectPath = "samples/02-agents/AgentProviders/azure/Agent_With_AzureAIProject",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            MustContain = ["Latest agent version id:"],
@@ -80,7 +67,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_AzureFoundryModel",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_AzureFoundryModel",
+            ProjectPath = "samples/02-agents/AgentProviders/azure/Agent_With_AzureFoundryModel",
            RequiredEnvironmentVariables = ["AZURE_OPENAI_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_OPENAI_API_KEY", "AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -490,12 +477,12 @@ internal static class AgentsSamples
            ],
        },

-        // ── AgentsWithFoundry ────────────────────────────────────────────────
+        // ── Foundry ───────────────────────────────────────────────────────────

        new SampleDefinition
        {
            Name = "FoundryAgent_Step00_FoundryAgentLifecycle",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step00_FoundryAgentLifecycle",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step00_FoundryAgentLifecycle",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -508,7 +495,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step01_Basics",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step01_Basics",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step01_Basics",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -521,7 +508,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step02.1_MultiturnConversation",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step02.1_MultiturnConversation",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step02.1_MultiturnConversation",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -535,7 +522,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step02.2_MultiturnWithServerConversations",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step02.2_MultiturnWithServerConversations",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step02.2_MultiturnWithServerConversations",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -548,7 +535,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step03_UsingFunctionTools",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step03_UsingFunctionTools",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step03_UsingFunctionTools",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -563,7 +550,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step04_UsingFunctionToolsWithApprovals",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step04_UsingFunctionToolsWithApprovals",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step04_UsingFunctionToolsWithApprovals",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            Inputs = ["Y", "Y", "Y"],
@@ -579,7 +566,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step05_StructuredOutput",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step05_StructuredOutput",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step05_StructuredOutput",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            MustContain = ["Assistant Output:", "Name:"],
@@ -594,7 +581,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step06_PersistedConversations",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step06_PersistedConversations",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step06_PersistedConversations",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -607,7 +594,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step08_DependencyInjection",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step08_DependencyInjection",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step08_DependencyInjection",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            Inputs = ["Tell me a joke about a pirate", ""],
@@ -622,7 +609,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step10_UsingImages",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step10_UsingImages",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step10_UsingImages",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -636,7 +623,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step11_AsFunctionTool",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step11_AsFunctionTool",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step11_AsFunctionTool",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -650,7 +637,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step12_Middleware",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step12_Middleware",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step12_Middleware",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            Inputs = ["Y", "Y", "Y"],
@@ -666,7 +653,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step13_Plugins",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step13_Plugins",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step13_Plugins",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -680,7 +667,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step14_CodeInterpreter",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step14_CodeInterpreter",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step14_CodeInterpreter",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -695,7 +682,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step16_FileSearch",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step16_FileSearch",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step16_FileSearch",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            MustContain = ["--- Running File Search Agent ---"],
@@ -709,7 +696,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step17_OpenAPITools",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step17_OpenAPITools",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step17_OpenAPITools",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -733,7 +720,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_A2A",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_A2A",
+            ProjectPath = "samples/02-agents/AgentProviders/a2a/Agent_With_A2A",
            RequiredEnvironmentVariables = ["A2A_AGENT_HOST"],
            SkipReason = "Requires an external A2A agent host.",
        },
@@ -741,7 +728,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_Anthropic",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_Anthropic",
+            ProjectPath = "samples/02-agents/AgentProviders/anthropic/Agent_With_Anthropic",
            RequiredEnvironmentVariables = ["ANTHROPIC_API_KEY"],
            OptionalEnvironmentVariables = ["ANTHROPIC_CHAT_MODEL_NAME", "ANTHROPIC_RESOURCE"],
            ExpectedOutputDescription =
@@ -754,7 +741,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_GitHubCopilot",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_GitHubCopilot",
+            ProjectPath = "samples/02-agents/AgentProviders/github-copilot/Agent_With_GitHubCopilot",
            RequiredEnvironmentVariables = [],
            // The sample prompts for shell command approval; provide "Y" for each possible permission request
            Inputs = ["Y", "Y", "Y"],
@@ -769,7 +756,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_GoogleGemini",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_GoogleGemini",
+            ProjectPath = "samples/02-agents/AgentProviders/google-gemini/Agent_With_GoogleGemini",
            RequiredEnvironmentVariables = ["GOOGLE_GENAI_API_KEY"],
            OptionalEnvironmentVariables = ["GOOGLE_GENAI_MODEL"],
            MustContain =
@@ -787,7 +774,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_ONNX",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_ONNX",
+            ProjectPath = "samples/02-agents/AgentProviders/onnx/Agent_With_ONNX",
            RequiredEnvironmentVariables = ["ONNX_MODEL_PATH"],
            SkipReason = "Requires local ONNX model.",
        },
@@ -795,7 +782,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_Ollama",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_Ollama",
+            ProjectPath = "samples/02-agents/AgentProviders/ollama/Agent_With_Ollama",
            RequiredEnvironmentVariables = ["OLLAMA_ENDPOINT", "OLLAMA_MODEL_NAME"],
            SkipReason = "Requires local Ollama server.",
        },
@@ -803,7 +790,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_OpenAIChatCompletion",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_OpenAIChatCompletion",
+            ProjectPath = "samples/02-agents/AgentProviders/openai/Agent_With_OpenAIChatCompletion",
            RequiredEnvironmentVariables = ["OPENAI_API_KEY"],
            OptionalEnvironmentVariables = ["OPENAI_CHAT_MODEL_NAME"],
            ExpectedOutputDescription =
@@ -816,7 +803,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_With_OpenAIResponses",
-            ProjectPath = "samples/02-agents/AgentProviders/Agent_With_OpenAIResponses",
+            ProjectPath = "samples/02-agents/AgentProviders/openai/Agent_With_OpenAIResponses",
            RequiredEnvironmentVariables = ["OPENAI_API_KEY"],
            OptionalEnvironmentVariables = ["OPENAI_CHAT_MODEL_NAME"],
            ExpectedOutputDescription =
@@ -856,7 +843,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_Anthropic_Step01_Running",
-            ProjectPath = "samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step01_Running",
+            ProjectPath = "samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step01_Running",
            RequiredEnvironmentVariables = ["ANTHROPIC_API_KEY"],
            OptionalEnvironmentVariables = ["ANTHROPIC_CHAT_MODEL_NAME"],
            ExpectedOutputDescription =
@@ -870,7 +857,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_Anthropic_Step02_Reasoning",
-            ProjectPath = "samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step02_Reasoning",
+            ProjectPath = "samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step02_Reasoning",
            RequiredEnvironmentVariables = ["ANTHROPIC_API_KEY"],
            OptionalEnvironmentVariables = ["ANTHROPIC_CHAT_MODEL_NAME"],
            MustContain =
@@ -893,7 +880,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_Anthropic_Step03_UsingFunctionTools",
-            ProjectPath = "samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step03_UsingFunctionTools",
+            ProjectPath = "samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step03_UsingFunctionTools",
            RequiredEnvironmentVariables = ["ANTHROPIC_API_KEY"],
            OptionalEnvironmentVariables = ["ANTHROPIC_CHAT_MODEL_NAME"],
            ExpectedOutputDescription =
@@ -907,7 +894,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_Anthropic_Step04_UsingSkills",
-            ProjectPath = "samples/02-agents/AgentWithAnthropic/Agent_Anthropic_Step04_UsingSkills",
+            ProjectPath = "samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step04_UsingSkills",
            RequiredEnvironmentVariables = ["ANTHROPIC_API_KEY"],
            OptionalEnvironmentVariables = ["ANTHROPIC_CHAT_MODEL_NAME"],
            MustContain =
@@ -934,7 +921,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_OpenAI_Step01_Running",
-            ProjectPath = "samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step01_Running",
+            ProjectPath = "samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step01_Running",
            RequiredEnvironmentVariables = ["OPENAI_API_KEY"],
            OptionalEnvironmentVariables = ["OPENAI_CHAT_MODEL_NAME"],
            ExpectedOutputDescription =
@@ -947,7 +934,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_OpenAI_Step02_Reasoning",
-            ProjectPath = "samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step02_Reasoning",
+            ProjectPath = "samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step02_Reasoning",
            RequiredEnvironmentVariables = ["OPENAI_API_KEY"],
            OptionalEnvironmentVariables = ["OPENAI_CHAT_MODEL_NAME"],
            MustContain =
@@ -967,7 +954,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_OpenAI_Step03_CreateFromChatClient",
-            ProjectPath = "samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step03_CreateFromChatClient",
+            ProjectPath = "samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step03_CreateFromChatClient",
            RequiredEnvironmentVariables = ["OPENAI_API_KEY"],
            OptionalEnvironmentVariables = ["OPENAI_CHAT_MODEL_NAME"],
            ExpectedOutputDescription =
@@ -981,7 +968,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_OpenAI_Step04_CreateFromOpenAIResponseClient",
-            ProjectPath = "samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient",
+            ProjectPath = "samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient",
            RequiredEnvironmentVariables = ["OPENAI_API_KEY"],
            OptionalEnvironmentVariables = ["OPENAI_CHAT_MODEL_NAME"],
            ExpectedOutputDescription =
@@ -995,7 +982,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "Agent_OpenAI_Step05_Conversation",
-            ProjectPath = "samples/02-agents/AgentWithOpenAI/Agent_OpenAI_Step05_Conversation",
+            ProjectPath = "samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step05_Conversation",
            RequiredEnvironmentVariables = ["OPENAI_API_KEY"],
            OptionalEnvironmentVariables = ["OPENAI_CHAT_MODEL_NAME"],
            MustContain =
@@ -1042,7 +1029,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step07_Observability",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step07_Observability",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step07_Observability",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME", "APPLICATIONINSIGHTS_CONNECTION_STRING"],
            SkipReason = "Requires Application Insights / OpenTelemetry infrastructure.",
@@ -1051,7 +1038,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step09_UsingMcpClientAsTools",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step09_UsingMcpClientAsTools",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step09_UsingMcpClientAsTools",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -1064,7 +1051,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step15_ComputerUse",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step15_ComputerUse",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step15_ComputerUse",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription = ["The output should show a computer automation session processing simulated browser screenshots with iteration steps and a final response describing search results."],
@@ -1073,7 +1060,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step18_BingCustomSearch",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step18_BingCustomSearch",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step18_BingCustomSearch",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT", "AZURE_AI_MODEL_DEPLOYMENT_NAME", "AZURE_AI_CUSTOM_SEARCH_CONNECTION_ID", "AZURE_AI_CUSTOM_SEARCH_INSTANCE_NAME"],
            SkipReason = "Requires Bing Custom Search connection.",
        },
@@ -1081,7 +1068,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step19_SharePoint",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step19_SharePoint",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step19_SharePoint",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT", "AZURE_AI_MODEL_DEPLOYMENT_NAME", "SHAREPOINT_PROJECT_CONNECTION_ID"],
            SkipReason = "Requires SharePoint connection.",
        },
@@ -1089,7 +1076,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step20_MicrosoftFabric",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step20_MicrosoftFabric",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step20_MicrosoftFabric",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT", "AZURE_AI_MODEL_DEPLOYMENT_NAME", "FABRIC_PROJECT_CONNECTION_ID"],
            SkipReason = "Requires Microsoft Fabric connection.",
        },
@@ -1097,7 +1084,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step21_WebSearch",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step21_WebSearch",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step21_WebSearch",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription =
@@ -1110,7 +1097,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step22_MemorySearch",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step22_MemorySearch",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step22_MemorySearch",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT", "AZURE_AI_MODEL_DEPLOYMENT_NAME", "AZURE_AI_EMBEDDING_DEPLOYMENT_NAME"],
            OptionalEnvironmentVariables = ["AZURE_AI_MEMORY_STORE_ID"],
            MustContain = ["Agent created with Memory Search tool. Starting conversation..."],
@@ -1124,7 +1111,7 @@ internal static class AgentsSamples
        new SampleDefinition
        {
            Name = "FoundryAgent_Step23_LocalMCP",
-            ProjectPath = "samples/02-agents/AgentsWithFoundry/Agent_Step23_LocalMCP",
+            ProjectPath = "samples/02-agents/AgentProviders/foundry/Agent_Step23_LocalMCP",
            RequiredEnvironmentVariables = ["AZURE_AI_PROJECT_ENDPOINT"],
            OptionalEnvironmentVariables = ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
            ExpectedOutputDescription = ["The output should show an agent using the Microsoft Learn MCP server to search for documentation and provide a response."],
@@ -1,14 +1,14 @@
 <Project>
  <PropertyGroup>
    <!-- Central version prefix - applies to all nuget packages. -->
-    <VersionPrefix>1.9.0</VersionPrefix>
+    <VersionPrefix>1.10.0</VersionPrefix>
    <RCNumber>1</RCNumber>
-    <DateSuffix>260603</DateSuffix>
+    <DateSuffix>260610</DateSuffix>
    <PackageVersion Condition="'$(IsReleaseCandidate)' == 'true'">$(VersionPrefix)-rc$(RCNumber)</PackageVersion>
    <PackageVersion Condition="'$(IsReleaseCandidate)' != 'true' AND '$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).$(DateSuffix).1</PackageVersion>
    <PackageVersion Condition="'$(IsReleaseCandidate)' != 'true' AND '$(VersionSuffix)' == ''">$(VersionPrefix)-preview.$(DateSuffix).1</PackageVersion>
    <PackageVersion Condition="'$(IsReleased)' == 'true'">$(VersionPrefix)</PackageVersion>
-    <GitTag>1.9.0</GitTag>
+    <GitTag>1.10.0</GitTag>

    <Configurations>Debug;Release;Publish</Configurations>
    <IsPackable>true</IsPackable>
@@ -1,44 +0,0 @@
-// Copyright (c) Microsoft. All rights reserved.
-
-#pragma warning disable CS0618 // Type or member is obsolete - sample uses deprecated PersistentAgentsClientExtensions
-
-// This sample shows how to create and use a simple AI agent with Microsoft Foundry Agents as the backend.
-
-using Azure.AI.Agents.Persistent;
-using Azure.Identity;
-using Microsoft.Agents.AI;
-
-var endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-var deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
-
-const string JokerName = "Joker";
-const string JokerInstructions = "You are good at telling jokes.";
-
-// Get a client to create/retrieve server side agents with.
-// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
-// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
-// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
-var persistentAgentsClient = new PersistentAgentsClient(endpoint, new DefaultAzureCredential());
-
-// You can create a server side persistent agent with the Azure.AI.Agents.Persistent SDK.
-var agentMetadata = await persistentAgentsClient.Administration.CreateAgentAsync(
-    model: deploymentName,
-    name: JokerName,
-    instructions: JokerInstructions);
-
-// You can retrieve an already created server side persistent agent as an AIAgent.
-AIAgent agent1 = await persistentAgentsClient.GetAIAgentAsync(agentMetadata.Value.Id);
-
-// You can also create a server side persistent agent and return it as an AIAgent directly.
-AIAgent agent2 = await persistentAgentsClient.CreateAIAgentAsync(
-    model: deploymentName,
-    name: JokerName,
-    instructions: JokerInstructions);
-
-// You can then invoke the agent like any other AIAgent.
-AgentSession session = await agent1.CreateSessionAsync();
-Console.WriteLine(await agent1.RunAsync("Tell me a joke about a pirate.", session));
-
-// Cleanup for sample purposes.
-await persistentAgentsClient.Administration.DeleteAgentAsync(agent1.Id);
-await persistentAgentsClient.Administration.DeleteAgentAsync(agent2.Id);
@@ -1,26 +0,0 @@
-# Classic Foundry Agents 
-
-This sample demonstrates how to create an agent using the classic Foundry Agents experience.
-
-# Classic vs New Foundry Agents
-
-Below is a comparison between the classic and new Foundry Agents approaches:
-
-[Migration Guide](https://learn.microsoft.com/en-us/azure/ai-foundry/agents/how-to/migrate?view=foundry)
-
-# Prerequisites
-
-Before you begin, ensure you have the following prerequisites:
-
- .NET 10 SDK or later
- Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (for Azure credential authentication)
-
-**Note**: This demo uses Azure CLI credentials for authentication. Make sure you're logged in with `az login` and have access to the Microsoft Foundry resource. For more information, see the [Azure CLI documentation](https://learn.microsoft.com/cli/azure/authenticate-azure-cli-interactively).
-
-Set the following environment variables:
-
-```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project" # Replace with your Microsoft Foundry resource endpoint
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"  # Optional, defaults to gpt-5.4-mini
-```
@@ -1,7 +1,8 @@
-# Creating an AIAgent instance for various providers
+# Creating an AIAgent with various providers

-These samples show how to create an AIAgent instance using various providers.
-This is not an exhaustive list, but shows a variety of the more popular options.
+These samples show how to create an AIAgent instance using various providers,
+organized by provider. This is not an exhaustive list, but shows a variety of
+the more popular options.

 For other samples that demonstrate how to use AIAgent instances,
 see the [Getting Started With Agents](../Agents/README.md) samples.
@@ -10,54 +11,88 @@ see the [Getting Started With Agents](../Agents/README.md) samples.

 See the README.md for each sample for the prerequisites for that sample.

-## Samples
+## Providers

-|Sample|Description|
-|---|---|
-|[Creating an AIAgent with A2A](./Agent_With_A2A/)|This sample demonstrates how to create AIAgent for an existing A2A agent.|
-|[Creating an AIAgent with Anthropic](./Agent_With_Anthropic/)|This sample demonstrates how to create an AIAgent using Anthropic Claude models as the underlying inference service|
-|[Creating an AIAgent with Foundry Agents using Azure.AI.Agents.Persistent](./Agent_With_AzureAIAgentsPersistent/)|This sample demonstrates how to create a Foundry Persistent agent and expose it as an AIAgent using the Azure.AI.Agents.Persistent SDK|
-|[Creating an AIAgent with Foundry Agents using Azure.AI.Project](./Agent_With_AzureAIProject/)|This sample demonstrates how to create an Foundry Project agent and expose it as an AIAgent using the Azure.AI.Project SDK|
-|[Creating an AIAgent with Foundry Model](./Agent_With_AzureFoundryModel/)|This sample demonstrates how to use any model deployed to Microsoft Foundry to create an AIAgent|
-|[Creating an AIAgent with Azure OpenAI ChatCompletion](./Agent_With_AzureOpenAIChatCompletion/)|This sample demonstrates how to create an AIAgent using Azure OpenAI ChatCompletion as the underlying inference service|
-|[Creating an AIAgent with Azure OpenAI Responses](./Agent_With_AzureOpenAIResponses/)|This sample demonstrates how to create an AIAgent using Azure OpenAI Responses as the underlying inference service|
-|[Creating an AIAgent with a custom implementation](./Agent_With_CustomImplementation/)|This sample demonstrates how to create an AIAgent with a custom implementation|
-|[Creating an AIAgent with GitHub Copilot](./Agent_With_GitHubCopilot/)|This sample demonstrates how to create an AIAgent using GitHub Copilot SDK as the underlying inference service|
-|[Creating an AIAgent with Ollama](./Agent_With_Ollama/)|This sample demonstrates how to create an AIAgent using Ollama as the underlying inference service|
-|[Creating an AIAgent with ONNX](./Agent_With_ONNX/)|This sample demonstrates how to create an AIAgent using ONNX as the underlying inference service|
-|[Creating an AIAgent with OpenAI ChatCompletion](./Agent_With_OpenAIChatCompletion/)|This sample demonstrates how to create an AIAgent using OpenAI ChatCompletion as the underlying inference service|
-|[Creating an AIAgent with OpenAI Responses](./Agent_With_OpenAIResponses/)|This sample demonstrates how to create an AIAgent using OpenAI Responses as the underlying inference service|
+### [A2A](./a2a/)

-## Running the samples from the console
+| Sample | Description |
+| --- | --- |
+| [Agent with A2A](./a2a/Agent_With_A2A/) | Create an AIAgent for an existing A2A agent |

-To run the samples, navigate to the desired sample directory, e.g.
+### [Anthropic](./anthropic/)

-```powershell
-cd AIAgent_With_AzureOpenAIChatCompletion
-```
+| Sample | Description |
+| --- | --- |
+| [Agent with Anthropic](./anthropic/Agent_With_Anthropic/) | Create an AIAgent using Anthropic Claude models |
+| [Running](./anthropic/Agent_Anthropic_Step01_Running/) | Basic Anthropic agent usage |
+| [Reasoning](./anthropic/Agent_Anthropic_Step02_Reasoning/) | Using Anthropic reasoning capabilities |
+| [Function Tools](./anthropic/Agent_Anthropic_Step03_UsingFunctionTools/) | Using function tools with Anthropic |
+| [Skills](./anthropic/Agent_Anthropic_Step04_UsingSkills/) | Using skills with Anthropic agents |

-Set the required environment variables as documented in the sample readme.
-If the variables are not set, you will be prompted for the values when running the samples.
-Execute the following command to build the sample:
+### [Azure](./azure/)

-```powershell
-dotnet build
-```
+| Sample | Description |
+| --- | --- |
+| [Azure AI Project](./azure/Agent_With_AzureAIProject/) | Create a Foundry Project agent using the Azure.AI.Project SDK |
+| [Azure Foundry Model](./azure/Agent_With_AzureFoundryModel/) | Use any model deployed to Microsoft Foundry |
+| [Azure OpenAI ChatCompletion](./azure/Agent_With_AzureOpenAIChatCompletion/) | Create an AIAgent using Azure OpenAI ChatCompletion |
+| [Azure OpenAI Responses](./azure/Agent_With_AzureOpenAIResponses/) | Create an AIAgent using Azure OpenAI Responses |

-Execute the following command to run the sample:
+### [Custom](./custom/)

-```powershell
-dotnet run --no-build
-```
+| Sample | Description |
+| --- | --- |
+| [Custom Implementation](./custom/Agent_With_CustomImplementation/) | Create an AIAgent with a custom implementation |

-Or just build and run in one step:
+### [Foundry](./foundry/)
+
+See [foundry/README.md](./foundry/README.md) for the full list of Foundry agent samples,
+covering basics, function tools, structured output, middleware, MCP, code interpreter, and more.
+
+### [GitHub Copilot](./github-copilot/)
+
+| Sample | Description |
+| --- | --- |
+| [GitHub Copilot](./github-copilot/Agent_With_GitHubCopilot/) | Create an AIAgent using GitHub Copilot SDK |
+
+### [Google Gemini](./google-gemini/)
+
+| Sample | Description |
+| --- | --- |
+| [Google Gemini](./google-gemini/Agent_With_GoogleGemini/) | Create an AIAgent using Google Gemini |
+
+### [Ollama](./ollama/)
+
+| Sample | Description |
+| --- | --- |
+| [Ollama](./ollama/Agent_With_Ollama/) | Create an AIAgent using Ollama |
+
+### [ONNX](./onnx/)
+
+| Sample | Description |
+| --- | --- |
+| [ONNX](./onnx/Agent_With_ONNX/) | Create an AIAgent using ONNX Runtime |
+
+### [OpenAI](./openai/)
+
+| Sample | Description |
+| --- | --- |
+| [OpenAI ChatCompletion](./openai/Agent_With_OpenAIChatCompletion/) | Create an AIAgent using OpenAI ChatCompletion |
+| [OpenAI Responses](./openai/Agent_With_OpenAIResponses/) | Create an AIAgent using OpenAI Responses |
+| [Running](./openai/Agent_OpenAI_Step01_Running/) | Basic OpenAI agent usage |
+| [Reasoning](./openai/Agent_OpenAI_Step02_Reasoning/) | Using OpenAI reasoning capabilities |
+| [Create from ChatClient](./openai/Agent_OpenAI_Step03_CreateFromChatClient/) | Create agent from IChatClient |
+| [Create from Response Client](./openai/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/) | Create agent from OpenAI Response client |
+| [Conversation](./openai/Agent_OpenAI_Step05_Conversation/) | Multi-turn conversations with OpenAI |
+| [Code Interpreter](./openai/Agent_OpenAI_Step06_CodeInterpreterFileDownload/) | Code interpreter with file downloads |
+
+## Running the samples
+
+Navigate to a sample directory and run:

 ```powershell
 dotnet run
 ```

-## Running the samples from Visual Studio
-
-Open the solution in Visual Studio and set the desired sample project as the startup project. Then, run the project using the built-in debugger or by pressing `F5`.
-
-You will be prompted for any required environment variables if they are not already set.
+Set the required environment variables as documented in each sample's README.
+If the variables are not set, you will be prompted for the values when running the samples.
@@ -13,7 +13,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.A2A\Microsoft.Agents.AI.A2A.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.A2A\Microsoft.Agents.AI.A2A.csproj" />
  </ItemGroup>

 </Project>
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
  </ItemGroup>

 </Project>
@@ -1,4 +1,4 @@
-# Running a simple agent with Anthropic
+# Running a simple agent with Anthropic

 This sample demonstrates how to create and run a basic agent with Anthropic Claude models.

@@ -26,10 +26,10 @@ $env:ANTHROPIC_CHAT_MODEL_NAME="your-anthropic-model"  # Replace with your Anthr

 ## Run the sample

-Navigate to the AgentWithAnthropic sample directory and run:
+Navigate to the Anthropic sample directory and run:

 ```powershell
-cd dotnet\samples\02-agents\AgentWithAnthropic
+cd dotnet\samples\02-agents\AgentProviders\anthropic
 dotnet run --project .\Agent_Anthropic_Step01_Running
 ```

@@ -41,3 +41,4 @@ The sample will:
 2. Run the agent with a simple prompt
 3. Display the agent's response

+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
  </ItemGroup>

 </Project>
@@ -1,4 +1,4 @@
-# Using reasoning with Anthropic agents
+# Using reasoning with Anthropic agents

 This sample demonstrates how to use extended thinking/reasoning capabilities with Anthropic Claude agents.

@@ -28,10 +28,10 @@ $env:ANTHROPIC_CHAT_MODEL_NAME="your-anthropic-model"  # Replace with your Anthr

 ## Run the sample

-Navigate to the AgentWithAnthropic sample directory and run:
+Navigate to the Anthropic sample directory and run:

 ```powershell
-cd dotnet\samples\02-agents\AgentWithAnthropic
+cd dotnet\samples\02-agents\AgentProviders\anthropic
 dotnet run --project .\Agent_Anthropic_Step02_Reasoning
 ```

@@ -44,3 +44,4 @@ The sample will:
 3. Display the agent's thinking process
 4. Display the agent's final response

+
@@ -0,0 +1,15 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFramework>net10.0</TargetFramework>
+
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
+  </ItemGroup>
+
+</Project>
@@ -1,4 +1,4 @@
-# Using Function Tools with Anthropic agents
+# Using Function Tools with Anthropic agents

 This sample demonstrates how to use function tools with Anthropic Claude agents, allowing agents to call custom functions to retrieve information.

@@ -28,10 +28,10 @@ $env:ANTHROPIC_CHAT_MODEL_NAME="your-anthropic-model"  # Replace with your Anthr

 ## Run the sample

-Navigate to the AgentWithAnthropic sample directory and run:
+Navigate to the Anthropic sample directory and run:

 ```powershell
-cd dotnet\samples\02-agents\AgentWithAnthropic
+cd dotnet\samples\02-agents\AgentProviders\anthropic
 dotnet run --project .\Agent_Anthropic_Step03_UsingFunctionTools
 ```

@@ -45,3 +45,4 @@ The sample will:
 4. Run the agent again with streaming to display the response as it's generated
 5. Clean up resources by deleting the agent

+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
  </ItemGroup>

 </Project>
@@ -1,4 +1,4 @@
-# Using Anthropic Skills with agents
+# Using Anthropic Skills with agents

 This sample demonstrates how to use Anthropic-managed Skills with AI agents. Skills are pre-built capabilities provided by Anthropic that can be used with the Claude API.

@@ -29,10 +29,10 @@ $env:ANTHROPIC_CHAT_MODEL_NAME="your-anthropic-model"  # Replace with your Anthr

 ## Run the sample

-Navigate to the AgentWithAnthropic sample directory and run:
+Navigate to the Anthropic sample directory and run:

 ```powershell
-cd dotnet\samples\02-agents\AgentWithAnthropic
+cd dotnet\samples\02-agents\AgentProviders\anthropic
 dotnet run --project .\Agent_Anthropic_Step04_UsingSkills
 ```

@@ -117,3 +117,4 @@ foreach (HostedFileContent file in hostedFiles)
    await contentStream.CopyToAsync(fileStream);
 }
 ```
+
@@ -15,7 +15,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Anthropic\Microsoft.Agents.AI.Anthropic.csproj" />
  </ItemGroup>

 </Project>
@@ -1,4 +1,4 @@
-# Creating an AIAgent with Anthropic
+# Creating an AIAgent with Anthropic

 This sample demonstrates how to create an AIAgent using Anthropic Claude models as the underlying inference service.

@@ -51,3 +51,4 @@ $env:ANTHROPIC_CHAT_MODEL_NAME="claude-haiku-4-5"  # Optional, defaults to claud
 ```

 **Note**: When using Microsoft Foundry with Azure CLI, make sure you're logged in with `az login` and have access to the Microsoft Foundry resource. For more information, see the [Azure CLI documentation](https://learn.microsoft.com/cli/azure/authenticate-azure-cli-interactively).
+
@@ -1,4 +1,4 @@
-# Getting started with agents using Anthropic
+# Getting started with agents using Anthropic

 The getting started with agents using Anthropic samples demonstrate the fundamental concepts and functionalities
 of single agents using Anthropic as the AI provider.
@@ -6,7 +6,7 @@ of single agents using Anthropic as the AI provider.
 These samples use Anthropic Claude models as the AI provider and use ChatCompletion as the type of service.

 For other samples that demonstrate how to create and configure each type of agent that come with the agent framework,
-see the [How to create an agent for each provider](../AgentProviders/README.md) samples.
+see the [How to create an agent for each provider](../README.md) samples.

 ## Getting started with agents using Anthropic prerequisites

@@ -20,7 +20,7 @@ Before you begin, ensure you have the following prerequisites:

 ## Using Anthropic with Microsoft Foundry

-To use Anthropic with Microsoft Foundry, you can check the sample [AgentProviders/Agent_With_Anthropic](../AgentProviders/Agent_With_Anthropic/README.md) for more details.
+To use Anthropic with Microsoft Foundry, you can check the sample [providers/Agent_With_Anthropic](./Agent_With_Anthropic/README.md) for more details.

 ## Samples

@@ -15,7 +15,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -8,8 +8,8 @@ using Azure.Identity;
 using Microsoft.Agents.AI;
 using Microsoft.Agents.AI.Foundry;

-var endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-var deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+var endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+var deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 const string JokerName = "JokerAgent";

@@ -1,4 +1,4 @@
-# New Foundry Agents 
+# New Foundry Agents 

 This sample demonstrates how to create an agent using the new Foundry Agents experience. 

@@ -21,6 +21,6 @@ Before you begin, ensure you have the following prerequisites:
 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project" # Replace with your Microsoft Foundry resource endpoint
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"  # Optional, defaults to gpt-5.4-mini
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project" # Replace with your Microsoft Foundry resource endpoint
+$env:FOUNDRY_MODEL="gpt-5.4-mini"  # Optional, defaults to gpt-5.4-mini
 ```
@@ -13,7 +13,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
  </ItemGroup>

 </Project>
@@ -13,7 +13,7 @@ using OpenAI.Chat;

 var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
 var apiKey = Environment.GetEnvironmentVariable("AZURE_OPENAI_API_KEY");
-var model = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "Phi-4-mini-instruct";
+var model = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "Phi-4-mini-instruct";

 // Since we are using the OpenAI Client SDK, we need to override the default endpoint to point to Microsoft Foundry.
 var clientOptions = new OpenAIClientOptions() { Endpoint = new Uri(endpoint) };
@@ -1,4 +1,4 @@
-## Overview
+## Overview

 This sample shows how to use the OpenAI SDK to create and use a simple AI agent with any model hosted in Microsoft Foundry.

@@ -13,7 +13,7 @@ Before you begin, ensure you have the following prerequisites:
 - .NET 10 SDK or later
 - Microsoft Foundry resource
 - A model deployment in your Microsoft Foundry resource. This example defaults to using the `Phi-4-mini-instruct` model,
-so if you want to use a different model, ensure that you set your `AZURE_AI_MODEL_DEPLOYMENT_NAME` environment
+so if you want to use a different model, ensure that you set your `FOUNDRY_MODEL` environment
 variable to the name of your deployed model.
 - An API key or role based authentication to access the Microsoft Foundry resource

@@ -30,5 +30,5 @@ $env:AZURE_OPENAI_ENDPOINT="https://ai-foundry-<myresourcename>.services.ai.azur
 $env:AZURE_OPENAI_API_KEY="************"

 # Optional, defaults to Phi-4-mini-instruct
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="Phi-4-mini-instruct"
+$env:FOUNDRY_MODEL="Phi-4-mini-instruct"
 ```
@@ -14,7 +14,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
  </ItemGroup>

 </Project>
@@ -14,7 +14,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
  </ItemGroup>

 </Project>
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Abstractions\Microsoft.Agents.AI.Abstractions.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Abstractions\Microsoft.Agents.AI.Abstractions.csproj" />
  </ItemGroup>

 </Project>
@@ -14,7 +14,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -9,13 +9,16 @@ using Azure.AI.Projects.Agents;
 using Azure.Identity;
 using Microsoft.Agents.AI.Foundry;

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 const string JokerName = "JokerAgent";

 // Create the AIProjectClient to manage server-side agents.
-AIProjectClient aiProjectClient = new(new Uri(endpoint), new AzureCliCredential());
+// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
+// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
+// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
+AIProjectClient aiProjectClient = new(new Uri(endpoint), new DefaultAzureCredential());

 // Create a server-side agent version using the native SDK.
 ProjectsAgentVersion agentVersion = await aiProjectClient.AgentAdministrationClient.CreateAgentVersionAsync(
@@ -1,4 +1,4 @@
-# Agent Step 00 - FoundryAgent Lifecycle
+# Agent Step 00 - FoundryAgent Lifecycle

 This sample demonstrates the full lifecycle of a `FoundryAgent` backed by a server-side versioned agent in Microsoft Foundry: create → run → delete.

@@ -6,18 +6,19 @@ This sample demonstrates the full lifecycle of a `FoundryAgent` backed by a serv

 - A Microsoft Foundry project endpoint
 - A model deployment name (defaults to `gpt-5.4-mini`)
- Azure CLI installed and authenticated
+- An authenticated Azure identity (for example, sign in with `az login`)

 ## Environment Variables

 | Variable | Description | Required |
 | --- | --- | --- |
-| `AZURE_AI_PROJECT_ENDPOINT` | Microsoft Foundry project endpoint | Yes |
-| `AZURE_AI_MODEL_DEPLOYMENT_NAME` | Model deployment name | No (defaults to `gpt-5.4-mini`) |
+| `FOUNDRY_PROJECT_ENDPOINT` | Microsoft Foundry project endpoint | Yes |
+| `FOUNDRY_MODEL` | Model deployment name | No (defaults to `gpt-5.4-mini`) |

 ## Running the sample

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step00_FoundryAgentLifecycle
 ```
+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -6,8 +6,8 @@ using Azure.AI.Projects;
 using Azure.Identity;
 using Microsoft.Agents.AI;

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -14,23 +14,23 @@ Before you begin, ensure you have the following prerequisites:

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (for Azure credential authentication)
+- An authenticated Azure identity (for example, sign in with `az login`)

-**Note**: This demo uses Azure CLI credentials for authentication. Make sure you're logged in with `az login` and have access to the Microsoft Foundry resource. For more information, see the [Azure CLI documentation](https://learn.microsoft.com/cli/azure/authenticate-azure-cli-interactively).
+**Note**: This sample uses `DefaultAzureCredential`. `az login` is the easiest local development path, but Visual Studio, VS Code, and managed identity credentials also work when available.

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

-Navigate to the AgentsWithFoundry sample directory and run:
+Navigate to the Foundry sample directory and run:

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step01_Basics
 ```

@@ -53,3 +53,4 @@ AIAgent agent = new ChatClientAgent(
 ```

 This approach is useful when you need to customize the chat client pipeline or swap providers (e.g., Anthropic, OpenAI) while keeping the same agent code.
+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -7,8 +7,8 @@ using Azure.AI.Projects;
 using Azure.Identity;
 using Microsoft.Agents.AI;

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -15,22 +15,23 @@ Before you begin, ensure you have the following prerequisites:

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (for Azure credential authentication)
+- An authenticated Azure identity (for example, sign in with `az login`)

-**Note**: This demo uses Azure CLI credentials for authentication. Make sure you're logged in with `az login` and have access to the Microsoft Foundry resource. For more information, see the [Azure CLI documentation](https://learn.microsoft.com/cli/azure/authenticate-azure-cli-interactively).
+**Note**: This sample uses `DefaultAzureCredential`. `az login` is the easiest local development path, but Visual Studio, VS Code, and managed identity credentials also work when available.

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

-Navigate to the AgentsWithFoundry sample directory and run:
+Navigate to the Foundry sample directory and run:

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step02.1_MultiturnConversation
 ```
+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -9,8 +9,8 @@ using Azure.AI.Projects;
 using Azure.Identity;
 using Microsoft.Agents.AI;

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -15,22 +15,23 @@ Before you begin, ensure you have the following prerequisites:

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (for Azure credential authentication)
+- An authenticated Azure identity (for example, sign in with `az login`)

-**Note**: This demo uses Azure CLI credentials for authentication. Make sure you're logged in with `az login` and have access to the Microsoft Foundry resource. For more information, see the [Azure CLI documentation](https://learn.microsoft.com/cli/azure/authenticate-azure-cli-interactively).
+**Note**: This sample uses `DefaultAzureCredential`. `az login` is the easiest local development path, but Visual Studio, VS Code, and managed identity credentials also work when available.

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

-Navigate to the AgentsWithFoundry sample directory and run:
+Navigate to the Foundry sample directory and run:

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step02.2_MultiturnWithServerConversations
 ```
+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -15,8 +15,8 @@ static string GetWeather([Description("The location to get the weather for.")] s
 // Define the function tool.
 AITool tool = AIFunctionFactory.Create(GetWeather);

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -16,22 +16,23 @@ Before you begin, ensure you have the following prerequisites:

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (for Azure credential authentication)
+- An authenticated Azure identity (for example, sign in with `az login`)

-**Note**: This demo uses Azure CLI credentials for authentication. Make sure you're logged in with `az login` and have access to the Microsoft Foundry resource. For more information, see the [Azure CLI documentation](https://learn.microsoft.com/cli/azure/authenticate-azure-cli-interactively).
+**Note**: This sample uses `DefaultAzureCredential`. `az login` is the easiest local development path, but Visual Studio, VS Code, and managed identity credentials also work when available.

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

-Navigate to the AgentsWithFoundry sample directory and run:
+Navigate to the Foundry sample directory and run:

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step03_UsingFunctionTools
 ```
+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -12,8 +12,8 @@ using Microsoft.Extensions.AI;
 static string GetWeather([Description("The location to get the weather for.")] string location)
    => $"The weather in {location} is cloudy with a high of 15°C.";

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -13,18 +13,19 @@ This sample demonstrates how to use function tools that require human-in-the-loo

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (`az login`)
+- An authenticated Azure identity (for example, sign in with `az login`)

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step04_UsingFunctionToolsWithApprovals
 ```
+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -12,8 +12,8 @@ using SampleApp;

 #pragma warning disable CA5399

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -12,18 +12,19 @@ This sample demonstrates how to configure an agent to produce structured output

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (`az login`)
+- An authenticated Azure identity (for example, sign in with `az login`)

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step05_StructuredOutput
 ```
+
@@ -9,7 +9,7 @@
  </PropertyGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -7,8 +7,8 @@ using Azure.AI.Projects;
 using Azure.Identity;
 using Microsoft.Agents.AI;

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -13,18 +13,19 @@ This sample demonstrates how to persist and resume agent conversations using ses

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (`az login`)
+- An authenticated Azure identity (for example, sign in with `az login`)

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step06_PersistedConversations
 ```
+
@@ -15,7 +15,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -10,8 +10,8 @@ using OpenTelemetry;
 using OpenTelemetry.Trace;

 string? applicationInsightsConnectionString = Environment.GetEnvironmentVariable("APPLICATIONINSIGHTS_CONNECTION_STRING");
-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // Create TracerProvider with console exporter.
 string sourceName = Guid.NewGuid().ToString("N");
@@ -13,19 +13,20 @@ This sample demonstrates how to add OpenTelemetry observability to an agent usin

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (`az login`)
+- An authenticated Azure identity (for example, sign in with `az login`)

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 $env:APPLICATIONINSIGHTS_CONNECTION_STRING="..."  # Optional
 ```

 ## Run the sample

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step07_Observability
 ```
+
@@ -15,7 +15,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
+    <ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
  </ItemGroup>

 </Project>
@@ -9,8 +9,8 @@ using Microsoft.Extensions.DependencyInjection;
 using Microsoft.Extensions.Hosting;
 using SampleApp;

-string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
-string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-5.4-mini";
+string endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
+string deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

 // WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
 // In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
@@ -13,18 +13,19 @@ This sample demonstrates how to register a `ChatClientAgent` in a dependency inj

 - .NET 10 SDK or later
 - Microsoft Foundry service endpoint and deployment configured
- Azure CLI installed and authenticated (`az login`)
+- An authenticated Azure identity (for example, sign in with `az login`)

 Set the following environment variables:

 ```powershell
-$env:AZURE_AI_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
-$env:AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-5.4-mini"
+$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
+$env:FOUNDRY_MODEL="gpt-5.4-mini"
 ```

 ## Run the sample

 ```powershell
-cd dotnet/samples/02-agents/AgentsWithFoundry
+cd dotnet/samples/02-agents/AgentProviders/foundry
 dotnet run --project .\Agent_Step08_DependencyInjection
 ```
+
--- a/Show More
+++ b/Show More