Architect – Autonomous AI coding agent for unsupervised CI/CD pipelines

Summary: Architect is an open-source CLI tool that autonomously writes, tests, and fixes code within CI/CD pipelines without human supervision. It runs iterative loops until tests pass, supports multiple AI models, and enforces deterministic guardrails to ensure reliable, verified code delivery.

What it does

Architect orchestrates AI agents to complete coding tasks by running multi-step declarative pipelines that include planning, building, testing, reviewing, and fixing code. It executes parallel runs using isolated git worktrees, applies guardrails to protect files and enforce code quality, and outputs results suitable for CI/CD integration.

Who it's for

It is designed for developers and teams who want AI coding agents to operate autonomously in CI/CD environments, handling code generation and verification during off-hours without manual intervention.

Why it matters

Architect addresses the gap where AI coding tools require constant human interaction by enabling fully automated, verifiable code generation and testing, reducing the need for developers to monitor AI agents continuously.