Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.
Birfy/agentdescent has 200 GitHub stars. It gained +1 stars over 4 recorded days in the last 7 days and +13 over 10 recorded days in the last 30 days (snapshots through Oct 28, 2026).
Its biggest recent day was Oct 19, 2026, with +5 stars.
It currently ranks #46064 daily, #46056 weekly, #46597 monthly by momentum on Trending Repos; its best-ever rank is #7882.
Trending Repos first recorded it on Oct 10, 2026.
| Date | Stars gained | Total stars | Forks gained |
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| +1 | 199 | +1 | |
| -1 | 198 | 0 | |
| +1 | 199 | 0 | |
| 0 | 198 | 0 | |
| +5 |
| 200 |
| 0 |
| +1 | 195 | +1 |
| +2 | 194 | 0 |
| +3 | 192 | 0 |
| 0 | 189 | 0 |
| +1 | 189 | 0 |