A production-ready multi-agent orchestration backend and dashboard. Task decomposition, persistent memory, human-in-the-loop approval, full observability and cost tracing, plus replay.

Built and stress-tested on a real system — including catching a runaway loop that generated 5,000+ duplicate database rows before it was fixed. Those fixes are already in this codebase.

You get the complete codebase and docs — not a course. Built so you skip 2–3 months of infrastructure work and ship the agent product your clients actually pay for.

Includes:

• LangGraph multi-agent backend
• Dashboard for runs, memory, and approvals
• Observability and cost tracing
• Replay and HITL gates
• Docs to get running the same day