AgentLoop.

AgentLoop

AgentLoop transforms software development by eliminating the tedious relay between planning and execution. Set your goal and quality standards once, then let the autonomous loop handle the rest—dispatching fresh Codex workers, reviewing results with independent critics, and iterating until your project meets your definition of done. You stay in control without micromanaging every handoff.

Product Highlights

• Autonomous Execution Loop: Eliminates manual coordination between planning, coding, and review by automatically cycling fresh workers and critics until goals are achieved
• Independent Critic Reviews: Each cycle includes an unbiased critic that catches defects missed by tests—including real bugs that pass existing test suites
• Local-First Architecture: Runs entirely on your machine with Node.js and Git; no hosted workspaces, npm installs, or external dependencies required
• Persistent Standards: GUIDELINES.md serves as your living definition of done, enforced by every worker and critic across unlimited cycles
• Full Observability: Real-time dashboard tracking cycles, verdicts, transcripts, costs, and file handoffs—run unattended without losing visibility

Use Cases

• Feature Development: Ship complete features across UI, API, and test suites with bounded goals and clear acceptance criteria that the loop validates automatically
• Code Migration & Hardening: Execute refactoring, dependency updates, or security passes with continuous verification against your quality rubric
• Regression & Polish Cycles: Run iterative improvement passes on existing codebases where fresh perspective and systematic critique surface hidden issues

Target Audience

AgentLoop serves software developers, engineering teams, and technical leads who want to automate the repetitive coordination work of coding projects while maintaining strict quality control. Ideal for those already using AI-assisted planning in ChatGPT who need reliable, observable execution that respects their local development environment and personal standards.