Birfy

Birfy/agentdescent

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.

1 good first / help-wanted issue · Python · last activity Oct 27, 2026

198 stars 19 forks 198 watchers Python MIT License
agent-framework agents ai-agents asynchronous evolutionary-algorithms gradient-descent llm llm-agents optimizer parallel prompt-optimization self-evolving-agents self-improvement skill-learning
View on GitHub Website
1 Open Issue Need Help Last updated: Oct 27, 2026

Open Issues Need Help

View All on GitHub
doctor: host line says 'missing' for an installed CLI, then 'ok: nothing missing' 8 days ago
bug good first issue area:plugins area:cli
Birfy/agentdescent
198

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.

Python
#agent-framework#agents#ai-agents#asynchronous#evolutionary-algorithms#gradient-descent#llm#llm-agents#optimizer#parallel#prompt-optimization#self-evolving-agents#self-improvement#skill-learning