Production-grade engineering skills for AI coding agents.

Run multimodal agents that operate desktop interfaces

Open-source LLM-friendly web crawler and scraper

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.

Review a branch or diff against repository standards and the originating spec in two independent analysis passes.

Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.

Build and run autonomous AI agents for open-ended tasks

Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.

The open source coding agent.