Make your agents learn from experience. One protocol for weights, harness and routing.
Python · active 2026-03-31 → 2026-06-12 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 74 days from 2026-03-31 to 2026-06-12. Pushes: 23 total, peak 9 in a day. Pull requests: 7 total, peak 3 in a day. Issues: 37 total, peak 23 in a day. Comments: 20 total, peak 10 in a day. Stars: 4 total, peak 2 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| bordeauxred | 64 | 21 | 1 | 6 |
| gemini-code-assist[bot] | 15 | 0 | 0 | 12 |
| tianyibigdata | 7 | 1 | 2 | 1 |
| kiranannadatha8 | 5 | 0 | 3 | 1 |
| dantp-ai | 3 | 1 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#65dantp-ai2026-06-10 23:35
- Pull request#51kiranannadatha82026-04-20 23:46
- Issue#40dantp-ai2026-04-20 11:11Refactor: extract common base for purple-agent adapters (CAR + entropic)
- Pull request#58kiranannadatha82026-04-20 00:37
- Issue#56bordeauxred2026-04-19 22:49Framework integrations (umbrella): LangChain, LlamaIndex, CrewAI, AutoGen, PydanticAI
- Issue#56bordeauxred2026-04-19 22:49Framework integrations (umbrella): LangChain, LlamaIndex, CrewAI, AutoGen, PydanticAI
- Issue#56bordeauxred2026-04-19 22:49Framework integrations (umbrella): LangChain, LlamaIndex, CrewAI, AutoGen, PydanticAI
- Issue comment#51bordeauxred2026-04-19 22:08refactor: extract common base for purple-agent adapters (#40)
- Issue#54bordeauxred2026-04-19 21:57Research direction: Hyperagent for learner tuning
- Issue#54bordeauxred2026-04-19 21:57Research direction: Hyperagent for learner tuning
- Issue#53bordeauxred2026-04-19 21:56Benchmark adapters (umbrella): SWE-bench, WebArena, GAIA, AgentBench, BrowseComp
- Issue#52bordeauxred2026-04-19 21:56Observability integrations (umbrella): W&B, MLflow, Langfuse, OpenTelemetry, Phoenix
- Issue#52bordeauxred2026-04-19 21:56Observability integrations (umbrella): W&B, MLflow, Langfuse, OpenTelemetry, Phoenix
- Issue#52bordeauxred2026-04-19 21:56Observability integrations (umbrella): W&B, MLflow, Langfuse, OpenTelemetry, Phoenix
- Issue#28bordeauxred2026-04-19 21:25Add ruff + pre-commit (format + E,F,I)
- Pull request#27kiranannadatha82026-04-19 21:25
- Issue#32tianyibigdata2026-04-19 20:23Update README, version, changelog, dependency bounds, and limitations for launch
- Pull request#47tianyibigdata2026-04-19 20:04
- Pull request#45tianyibigdata2026-04-19 19:55
- Issue#31bordeauxred2026-04-19 16:16Ship installed no-key math demo and verify it from the wheel
- Issue comment#43bordeauxred2026-04-19 15:22Ship installed no-key math demo and verify it from the wheel
- Issue#42bordeauxred2026-04-19 13:29Docs: privacy & redaction of traces and tool calls
- Issue#41bordeauxred2026-04-19 00:22Roadmap (umbrella): mode='full', router productionization, weights hardening, ProblemEnv abstraction
- Issue#40bordeauxred2026-04-19 00:22Refactor: extract common base for purple-agent adapters (CAR + entropic)
- Issue#38bordeauxred2026-04-19 00:22Refactor: split monolithic learning_layers/harness.py and resolve core->layers import inversion
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 4 stars here means stars gained during the window, not the repo's star count.