S
Socratic-SWE
Self-improving coding agent that learns from its execution traces to evolve continuously
Open SourceFree
About
Research framework for autonomous software engineering agents that creates a closed-loop learning system. Analyzes its own execution traces to identify weaknesses, automatically generates targeted training tasks, and converts successful traces into reusable skills. Pioneering approach to self-evolving AI agents that improve through practice rather than manual fine-tuning.
Details
| Type | coding-agent |
| Deployment | self-hosted |
| Supported Models |
Tags
coding-agentautonomousself-hostedopen-sourceevaluation
Quick Info
- Organization
- Research Team
- Pricing
- open-source
- Free Tier
- Yes
- Updated
- Jun 8, 2026
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