TruVerifAI Panel Review

Panel Review adds a decision-gating layer to your AI coding agents for their highest-stakes moments. When your agent makes a risky change, the panel routes that diff or design question to four independent frontier models (OpenAI, Anthropic, Google, and xAI) to argue about what should happen before anything executes.

You use it precisely where mistakes are most costly: authentication and secrets, payment logic, removed safety controls, destructive migrations, infra exposure, unsafe memory/serialization paths, and more. Panel Review runs earlier in the loop than pull request review, so schema mistakes, deleted guardrails, and other dangerous deltas can be corrected before they land in the repo.

The workflow includes three primitives—synthesize (quick checks), deliberate (open design decisions), and audit (stress-testing a drafted diff/design). Each returns a structured, severity-tagged verdict your agent can branch on: proceed, proceed with caveats, request changes, or escalate to a human. The panel supports checkpoints that pause writes, commits, and sensitive post-commit actions until the review passes.

It fits teams that want to keep existing CI/tests and human code review, but move “is this safe to ship?” earlier—so humans focus on judgment rather than catching fast, risky agent behavior.

Pricing is pay-per-decision using credits consumed per call plus a flat 0.5-credit platform fee. A free tier starts you with 50 credits and no card.

What does TruVerifAI Panel Review do for my AI coding agent?

It debates your agent’s riskiest diffs or design questions using four independent frontier models, then issues a structured verdict. Your agent can’t silently proceed until the review passes the gates.

How is Panel Review different from a pull request review bot?

Panel Review runs earlier—before the agent writes or commits—so risky changes can be corrected while they’re still cheap to adjust. PR review typically happens after code already exists.

Which risky changes does Panel Review gate?

It’s designed to pause when the agent touches categories like auth and hardcoded secrets, payment logic, removed guards, destructive migrations, CI secret leaks, infra exposure, unsafe memory/serialization paths, and similar high-risk areas.

Can an agent bypass the review gates?

No—gates are implemented as checkpoints that pause writes and commits until the panel review passes. If the agent changes the reviewed hunks, the gate re-fires on the changed bytes.

Does Panel Review get access to my entire repository or file tree?

The panel only receives the diff or design question your agent passes, not your repository, file tree, or full codebase. Gate code runs locally with no network.

What does Panel Review cost?

Pricing is credits per call plus a flat 0.5-credit platform fee. You can start free with 50 credits (no card), and typical synthesize calls cost around 1 credit while deliberate/audit calls are around 2.5 credits.