Show HN: Autodidact – Self-evolving local-first AI agent

Category: ai-ml

Tags: ai-agent, local-first, retrieval-augmented-generation

Score: 7.5/10 (Innovation: 7, Technical: 8, Documentation: 8, Utility: 7)

Autodidact is a local-first AI agent that learns from cloud escalations, gradually reducing its reliance on expensive external models. It combines retrieval-augmented generation with a confidence-based routing system and persistent memory, enabling it to improve over time like a new employee. The project is interesting for its innovative human-analogy learning loop and rigorous empirical validation of routing signals.

Target audience: backend devs, ai engineers, devops

Repository: https://github.com/BuffaloTechRider/Autodidact · Python · MIT · 1 stars

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