{"repo":"Strategic-Automation/dspy-compounding-engineering","free":true,"listed":false,"github":"https://github.com/Strategic-Automation/dspy-compounding-engineering","clone":"git clone https://github.com/Strategic-Automation/dspy-compounding-engineering.git","description":"A local-first AI engineering agent that learns from your codebase using DSPy.","language":"Python","stars":70,"topics":["ai-agents","artifical-intelligence","autonomous-agents","cli","developer-tools","dspy","llm","local-llm","ollama","python"],"license":null,"category":"ai-agents","readme_excerpt":"Compounding Engineering (DSPy Edition) A Python implementation of the Compounding Engineering Plugin using DSPy. 📚 Documentation What Is Compounding Engineering? Each unit of engineering work should make subsequent units of work easier—not harder. This CLI tool provides AI-powered development tools for code review, planning, and workflow automation, following the compounding engineering philosophy. It is designed as a Local-First tool that runs on your machine, keeping your code secure while leveraging powerful LLMs. Features - 🧠 Compounding Engineering : True learning system where every operation makes the next one easier - Auto-Learning : Every todo resolution automatically codifies learnings - KB Auto-Injection : Past learnings automatically inform all AI operations - Pattern Recognition : Similar issues are prevented based on past resolutions - Knowledge Accumulation : System gets smarter with every use - 🔍 Multi-Agent Code Review : Run 10+ specialized review agents in parallel - Security Sentinel : Detects vulnerabilities (SQLi, XSS, etc.) - Performance Oracle : Identifies bottlenecks and O(n) issues - Architecture Strategist : Reviews design patterns and SOLID principles - Data Integrity Guardian : Checks transaction safety and validation - KB-Augmented : All agents benefit from past code review learnings - And many more... - 🤖 ReAct File Editing : Intelligent file operations with reasoning - Smart Context Gathering : Relevance-scored file selection and token budget","default_branch":null,"files":null,"tree":[],"storefront":"/r/Strategic-Automation","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Strategic-Automation/dspy-compounding-engineering/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}