Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
scaleapi/agentenv-framework has 427 GitHub stars. It gained +8 stars over 5 recorded days in the last 7 days and +21 over 8 recorded days in the last 30 days (snapshots through Nov 11, 2026).
Its biggest recent day was Nov 3, 2026, with +6 stars.
It currently ranks #2540 daily, #2979 weekly, #2549 monthly by momentum on Trending Repos; its best-ever rank is #2434.
Trending Repos first recorded it on Oct 8, 2026.
| Date | Stars gained | Total stars | Forks gained |
|---|---|---|---|
| +2 | 420 | 0 | |
| +1 | 418 | +1 | |
| +4 | 417 | +1 | |
| 0 | 413 | 0 | |
| +1 | 413 | +1 | |
| +4 |
| 412 |
| 0 |
| +6 | 408 | +1 |
| +3 | 402 | +1 |