Strategic-Automation/dspy-compounding-engineering

A local-first AI engineering agent that learns from your codebase using DSPy.

34
/ 100
Emerging

Implements a multi-agent code review system with 10+ specialized agents (Security Sentinel, Performance Oracle, Architecture Strategist, etc.) running in parallel, combined with a ReAct-based file editor using relevance-scored context and token budget management. Uses Qdrant for semantic search with fallback to keyword-based JSON storage, and maintains a persistent knowledge base that auto-codifies learnings from every resolution to inform subsequent operations across planning, execution, and review phases.

No License No Package No Dependents
Maintenance 10 / 25
Adoption 8 / 25
Maturity 5 / 25
Community 11 / 25

How are scores calculated?

Stars

44

Forks

5

Language

Python

License

Last pushed

Feb 22, 2026

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/agents/Strategic-Automation/dspy-compounding-engineering"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.