Eric Allam
1cfc296c6b
- Automatic LLM cost enrichment for AI SDK spans (streamText, generateText, generateObject) or any other spans that use semantic gen_ai attributes with support for 145+ models - New AI span inspector sidebar showing model, tokens, cost, messages, tool calls, and response text - LLM metrics dual-write to ClickHouse `llm_metrics_v1` table for analytics - LLM metrics built-in dashboard (unlinked at the moment) - Provider cost fallback — uses gateway/OpenRouter reported costs from `providerMetadata` when registry pricing is unavailable - Prefix-stripping for gateway/OpenRouter model names (e.g. `mistral/mistral-large-3` matches `mistral-large-3` pricing) - Admin dashboard for managing LLM model pricing (list, create, edit, delete, search, test pattern matching) - Missing models detection page — queries ClickHouse for unpriced models with sample spans and Claude Code-ready prompts for adding pricing - AI span seed script (`pnpm run db:seed:ai-spans`) with 51 spans across 12 provider systems for local dev testing - UI fixes: `completionTokens`/`promptTokens` aliases, `ai.response.object` display for generateObject, cache read/write token breakdown ## Screenshots: <img width="1030" height="104" alt="CleanShot 2026-03-17 at 16 48 54@2x" src="https://github.com/user-attachments/assets/bc8fccda-e48b-4d0c-bfb1-e620064e5979" /> <img width="1094" height="1512" alt="CleanShot 2026-03-17 at 16 49 23@2x" src="https://github.com/user-attachments/assets/c2424569-d07e-4d67-a436-e8250043a1ee" /> <img width="1074" height="1412" alt="CleanShot 2026-03-17 at 16 49 18@2x" src="https://github.com/user-attachments/assets/22342ac4-4769-45d1-a328-a24fb9a82a50" /> <img width="1012" height="2292" alt="CleanShot 2026-03-17 at 16 39 01@2x" src="https://github.com/user-attachments/assets/59e327d1-6652-4293-8be0-bb8326e5fbc5" /> <img width="3680" height="2392" alt="CleanShot 2026-03-15 at 08 29 38@2x" src="https://github.com/user-attachments/assets/1f77beb8-de67-495b-b890-bcdb8d7f1fe8" /> --------- Co-authored-by: James Ritchie <james@trigger.dev>
Server Changes
This directory tracks changes to server-only components (webapp, supervisor, coordinator, etc.) that are not captured by changesets. Changesets only track published npm packages — server changes would otherwise go undocumented.
When to add a file
Server-only PRs: If your PR only changes apps/webapp/, apps/supervisor/, apps/coordinator/, or other server components (and does NOT change anything in packages/), add a .server-changes/ file.
Mixed PRs (both packages and server): Just add a changeset as usual. No .server-changes/ file needed — the changeset covers it.
Package-only PRs: Just add a changeset as usual.
File format
Create a markdown file with a descriptive name:
.server-changes/fix-batch-queue-stalls.md
With this format:
---
area: webapp
type: fix
---
Speed up batch queue processing by removing stalls and fixing retry race
Fields
- area (required):
webapp|supervisor|coordinator|kubernetes-provider|docker-provider - type (required):
feature|fix|improvement|breaking
Description
The body text (below the frontmatter) is a one-line description of the change. Keep it concise — it will appear in release notes.
Lifecycle
- Engineer adds a
.server-changes/file in their PR - Files accumulate on
mainas PRs merge - The changeset release PR includes these in its summary
- After the release merges, CI cleans up the consumed files
Examples
New feature:
---
area: webapp
type: feature
---
TRQL query language and the Query page
Bug fix:
---
area: webapp
type: fix
---
Fix schedule limit counting for orgs with custom limits
Improvement:
---
area: webapp
type: improvement
---
Use the replica for API auth queries to reduce primary load