Internal tool 2026

Multi-Agent AI Dev Team

Four Claude Code agents that plan, build and test software together, with the rules enforced by code instead of trust.

The problem

AI coding agents are fast, but left alone they mark work as done that was never tested, and they drift from the plan.

What we built

A team lead agent plans the work and hands tasks to frontend, backend and QA agents through a shared task board. Python lifecycle hooks enforce the rules: every task needs a set format and a test command, and nothing can be marked done until that test has passed.

  • Daily standups and retros written by the agents
  • Every update and alert mirrored to a Slack channel, so a human can follow along

Result

A repeatable way to run several agents on one codebase without losing control of quality.