How Zapat's Multi-Agent Review Cycle Produces Production-Quality Code
A deep dive into how multiple AI agents collaborate to review, test, and validate code before it reaches your PR — and why this matters for code quality.
Thoughts on AI-powered engineering, building autonomous dev teams, and the future of software development.
A deep dive into how multiple AI agents collaborate to review, test, and validate code before it reaches your PR — and why this matters for code quality.
A factual comparison of three approaches to AI-assisted development: autonomous pipeline (Zapat), autonomous agent (Devin), and inline assistant (Copilot).
Label a GitHub issue. Get a reviewed PR. Ship faster with an autonomous AI engineering pipeline.
Breaking down what a GitHub issue actually costs to resolve — engineering time, context switching, review cycles — and why per-issue pricing aligns incentives.
A technical look at how Zapat agents clone, analyze, and work with your repository to produce code that follows your conventions.