Coderoast · An AI-powered code review tool that makes feedback fast, consistent, and readable.
Client
Coderoast
Timeline
4 months
Team
Small senior team
Scope
Web app · AI pipeline · Review history
Manual code review was blocking shipping for the client's teams. Reviews were inconsistent between reviewers, juniors tuned feedback out, and nothing linked discussions to long-term quality trends.
We built a full-stack review tool that runs AI analysis on each submission, writes clear feedback, and links findings to long-term code health metrics. We designed it to be additive to GitHub — not a replacement for human review.
Stack
Teams using Coderoast reduced manual review time by roughly 60% and saw a noticeable drop in bugs reaching production. Just as importantly, review feedback became something juniors actually engaged with.

A monorepo platform with a hostname-routed storefront runtime, a manifest-driven site manager, a durable job queue, Dokploy deployment and a verified MongoDB → PostgreSQL migration.
End-to-end product engineering for a developer-friendly CDN platform.