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Decision engine as your agentic, super-fast guardrail or gate. We have added CLI…

Decision engine as your agentic, super-fast guardrail or gate. We have added CLI support; with just one line, your…

This is a vibe coding post classified by AGK Intelligence as Code review & safety (a launch), kept by the Vibe Coding Radar because it carries real work, not commentary.

Decision engine as your agentic, super-fast guardrail or gate. We have added CLI support; with just one line, your full claude code/codex/cursor, etc., is protected from unwanted file deletion, creation, or malicious attacks. Fitted and calibrated on a large corpus of synthetic data, 46 held-out proposals. Before: accuracy 60.9 percent. After fit+calibrate: accuracy 95.7 percent, ECE at 0.065. ECE close to zero is a more trust worthy result. prompt in first comment

Posted by Nandakishor m (8.7k followers) 4 days ago · 34 likes · 1.4k views · view the original post on X. Kept by the Vibe Coding Radar as Code review & safety.

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Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 7.9k posts from 5k X accounts over the last 14 days, 2.6k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 15:18 UTC. Full method.