Built Forge Crew, a local-first multi-agent software engineering workspace for working across large existing codebases.

A central orchestrator coordinates specialist engineering agents for architecture, backend, frontend, databases, deployment, testing and review. The system maintains durable task context, routes work between agents, executes controlled tools and validations, handles failures and retries, and keeps the user in control through approval gates and reviewable changes.

The goal is to make agentic software development structured, observable and auditable rather than allowing autonomous coding agents to modify repositories as a black box.