Daemon that "Dreams" about your codebase so your AI agents stop hallucinating and save tokens
Dev.to AI
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Generative AI
AI Safety
The Problem If you use Claude Code, Cursor, or GitHub Copilot on a large codebase, you've probably noticed something annoying: they hallucinate. When you ask an agent to fix a bug in a large monorepo, it blindly stuffs the context window with as many files as it can fit (usually up to 128k tokens) and crops the rest off. This means 80% of what the AI is looking at is pure noise. It gets confused, invents APIs that don't exist, and burns through your API budget. I got tired of this, so I built Entroly. What is Entroly? It’s a local proxy that acts as an Epistemic Firewall for your AI agents.