Nubaeon/empirica
Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, Sentinel gating, and grounded calibration for Claude Code and beyond
Empirica helps software developers using AI coding assistants to write more reliable code. It acts as a 'second brain' for your AI, ensuring it understands your codebase deeply, remembers past learnings, and only acts when confident. This means the AI investigates your code, passes through 'gates' that verify its understanding, and continuously learns across development sessions, ultimately leading to fewer mistakes and more efficient coding workflows.
187 stars.
Use this if you are a software developer who wants your AI coding assistant to be more reliable, self-aware, and remember previous interactions when working on complex codebases.
Not ideal if you are not using an AI coding assistant or only work on very simple, one-off coding tasks that don't require extensive codebase understanding or persistent memory.
Stars
187
Forks
22
Language
Python
License
MIT
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
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