github-featured/microsoft--agent-lightning

T

Yuqing 0cedac72d7 docs: agent contract is 4 env vars, algorithm key always used

- Agent contract: OPENAI_BASE_URL, OPENAI_API_KEY, AGL_TASK_INPUT,
  AGL_EVENT_URL (was 3, now 4 with auth key)
- Algorithm key: always used by algorithm for auth. Optionally stored
  in K8s Secret — algorithm may run outside cluster and get key from
  its own config.
- Added Authorization headers to all algorithm Python examples in
  get_started.md

2026-03-19 14:50:22 +08:00

dev

docs: API key authentication and role-based access

2026-03-19 14:40:11 +08:00

docs

docs: agent contract is 4 env vars, algorithm key always used

2026-03-19 14:50:22 +08:00

.gitignore

docs: add architecture analysis and refactoring plan

2026-03-18 14:34:13 +08:00

README.md

docs: add architecture analysis and refactoring plan

2026-03-18 14:34:13 +08:00

README.md

Agl-lite: A Minimal Workable Version of Agent Lightning

This project agl-lite which is a minimal workable version of the popular agentic rl project Agent Lightning (https://github.com/microsoft/agent-lightning).

here are some key changes:

remove the dependency of litellm and build self-owned request gateway instead;
remove the dependency of OpenTelemetry and the whole stack built upon it, such as the tracers of agents; instead, use gateway to collect request-response data during transfer and record them into data store;
following (2), the organization of data is not based on span in opentelemetry, instead, the basic trajectory format is sequence of requests (with response);
use kubenetes as the default agent runner (minikube for single machine), and move the retry control from data store to k8s controller, and simplify the rollout states

There are some local environment setup and configuration needed for this project refactoring in .local/.