imtt-dev/steer

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The Active Reliability Layer for AI Agents. Catch failures, teach fixes, and automate reliability

10 mentions on Hacker News by 2 people: 4 stories, 6 comments · first 2025-12-02 · latest 2026-01-20

Mentions per year 10 mentions · busiest year 2025 (6)

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…verification outside the model using deterministic “Reality Locks” (Regex, SQL AST, Entropy) Repo: https://github.com/imtt-dev/steer
comment by steer_dev · 2026-01-20 · in The "Confident Idiot" Problem: Intelligence vs. Control (2021-2026)
…DPO. I use the math to gather data today so I can fine-tune a natively quiet model tomorrow. Repo: https://github.com/imtt-dev/steer
comment by steer_dev · 2026-01-08 · in Detecting "AI Slop" with Shannon Entropy (Python)
…cookbooks showing how this stops the lobotomy in SQL and RAG workflows: 1/ Framework Patching: https://github.com/imtt-dev/steer/blob/main/steer/cookbook/p... 2/ SQL Security Lock: https://github.com/imtt-dev/steer/blob/main/steer/cookbook/…
comment by steer_dev · 2026-01-06 · in The Agent Lobotomy: Inference-time verification for autonomous systems
…without a massive prompt. Curious if others are seeing this "Prompt Bloat" in production? Repo: https://github.com/imtt-dev/steer
comment by steer_dev · 2025-12-18 · in Prompt Engineering Is Technical Debt
…a model that stops making them. It is Python-native, local-first, and framework agnostic. Repo: https://github.com/imtt-dev/steer [1] https://news.ycombinator.com/item?id=46152838
comment by steer_dev · 2025-12-16 · in Show HN: Steer (v0.2) – Active reliability layer for AI agents (Python)
…I built an open-source library to enforce these logic/safety rules outside the model loop: https://github.com/imtt-dev/steer
comment by steer_dev · 2025-12-05 · in The "confident idiot" problem: Why AI needs hard rules, not vibe checks