ThumbGate: Turning AI Coding Blunders into Bulletproof Gates
AI coders keep screwing up the same way, session after session. ThumbGate flips that: a proentropic memory layer that turns thumbs-down feedback into ironclad blocks.
⚡ Key Takeaways
- ThumbGate enforces learning via pre-action gates, blocking bad tool calls before execution.
- Proentropic design turns mistakes into strengthening rules, using Thompson Sampling for context-aware adaptation.
- Open-source core with Pro dashboard; integrates skill packs for Stripe, Railway, and hallucination/PII detection.
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Originally reported by dev.to
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