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Panel Review

Guardian agent for AI's highest-stakes coding decisions

Development & ITEstimated

Astracia Signal Score

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GitHub stars: truverifai/init01214 Sep24 Sep3 Oct13 Oct
GitHub stars: truverifai/init, last 12 months012Oct 2025Feb 2026Jun 2026Oct 2026
GitHub stars: truverifai/init, last 90 days01217 Jul16 Aug14 Sep14 Oct

2 GitHub stars

+7 days
+0
+30 days
+0
License
MIT
Latest release
v0.19.49 Sep 23, 2026
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[![Panel Review on Astracia](https://astracia.com/signals/open-source/badge/699101.svg)](https://astracia.com/startups/699101/panel-review)

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About the startup

Panel Review by TruVerifAI is the guardian agent for AI's highest-stakes coding decisions. In a nutshell: when an AI coding agent is about to make a risky change, Panel Review puts that change in front of four independently trained frontier models from OpenAI, Anthropic, Google, and xAI. The models review it independently, argue out their disagreements, and return severity-tagged findings before the code ships. Key features and unique benefits: review gates that fire inside the agent loop, before the risky write or commit, which the agent cannot silently skip; thirteen non-negotiable risk categories always covered (secrets, payment code, deleted safety controls, and more) plus custom floors you define for your own codebase; cross-examination between four vendors' models instead of one model grading its own family's work; an open source MIT client with zero dependencies that installs with npx in under a minute. Who it is for: developers building with AI coding agents such as Claude Code, Cursor, Codex CLI, Copilot, and Gemini CLI, from solo builders and vibe coders to small IT teams. What it does for them: it catches the mistakes AI-written code is most likely to ship. In ten weeks of production use, 46% of audits surfaced at least one critical or major issue, and 66% of acted-on review calls changed what the agent did next. Pricing is in credits: 50 free for life, then $12 or $30 per month. Install: "npx @truverifai/init - under a minute, 50 free credits, fully undoable."

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