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AI writescode. Critique reviews what ships.

A press-ready view of the GitHub-native review layer for teams shipping with coding agents, fast humans, and production systems that still need evidence before merge.

GitHub-native reviewScout triageSpecialist lanesRemedy repairRepo-grounded ChatMulti-model routingCheckpoint gateEvidence-first verdicts
GitHub-native reviewScout triageSpecialist lanesRemedy repairRepo-grounded ChatMulti-model routingCheckpoint gateEvidence-first verdicts

The press angle is the product architecture.

Critique is not a chatbot commenting on diffs. It is a review system with a visible chain from triage to specialist analysis to repair.

The news hook

01

AI has made code cheaper to produce, but not cheaper to trust. Critique is the verification layer for teams shipping with agents.

What it is

A GitHub App that maps pull request risk, routes specialist review lanes, and returns an evidence-backed merge verdict.

Why now

Teams are adopting coding agents faster than they are upgrading review systems. That gap is becoming an engineering risk.

Proof point

04

The first serious beta month crossed roughly a billion tokens processed across review, Chat, Builder, and Remedy surfaces.

Founder contact

Ray is available for short product demos, founder quotes, screenshots, and technical background.

TheusefulstoryisnotthatanotherAItoolexists.Theusefulstoryisthatsoftwareteamsnowneedindependentreview,evidence,andrepairloopsaroundthecodethatagentsgenerate.

Four stories, one clean pitch.

Pick the angle that matches the outlet. The architecture stays the same; the lead changes.

Scout maps the blast radius

The first pass decides what changed, which files matter, and which risks deserve deeper review before specialist agents spend tokens.

Specialists inspect in lanes

Security, test coverage, architecture, and performance checks are treated as different jobs instead of one generic model response.

Lead synthesis writes the verdict

The final response prioritizes findings with severity, evidence, affected paths, and a recommendation the maintainer can act on.

Remedy handles narrow repairs

When the issue is localized and testable, Remedy can attempt a bounded patch in an isolated environment and hand back validation context.

Match the pitch to the newsroom.

Irish technology story

An Ireland-built developer tool working on the verification side of the AI coding wave.

Founder/operator story

A hands-on build story with public beta volume, fast product expansion, and a clear thesis about trust.

Engineering buyer story

How teams should separate coding agents, review agents, and fix agents before requiring AI checks on protected branches.

AI infrastructure story

Multi-model routing, credit accounting, and evidence preservation as the operating system around generated code.

Want the story? Talk to the builder.

Founder interviews, technical background, screenshots, and quote checks go through Ray. Product support still goes through the support mailbox.