Moai Team

What is AgenticOps?

Not “a framework for writing agents” — it is the layer that runs them. The Agentic Product Standard tells you how to build one correct agent or system: durable execution, observability, security. AgenticOps implements what comes after — running many long-lived agents as deployed infrastructure. An agent becomes a versioned, deployable manifest; a coordinated scheduler fires it across replicas without double-runs; a durable backlog survives restarts; every run is bounded and cancellable; and a default-deny matrix governs which agent may call which. The operations plane, kept deliberately lean — a runner is a function with limits, not a platform.

Areas of expertise

Everything you need to run an agent fleet in production — and nothing you don’t.

  • Agent as a deployable manifest

    Each agent is a versioned manifest — limits, runtime, schedule, env — distinct from its design-time contract. The same definition runs in dev and prod, with agent logic kept separate from the platform prompt.

  • Coordinated scheduling

    Fleet cron with a fire-once lock across replicas and misfire handling — runs missed while the fleet was down are coalesced, never silently dropped.

  • Durable backlog

    A SQLite-backed FIFO that survives restarts. Tasks are claimed under a lease; a dead worker’s lease expires and the work is re-claimed, so nothing is lost.

  • Bounded execution

    Every run carries an explicit max-turns ceiling, a wall-clock timeout and graceful cancellation. No unbounded loops, ever.

  • Fleet observability

    An append-only operational audit of lifecycle, auth and tool events, plus per-agent heartbeat and health — layered on per-run traces, OTel-ready.

  • Inter-agent policy

    A default-deny “who may call whom” matrix derived from each manifest, enforced fail-closed on a real delegation path with a full audit trail.

Get in touch

Want to run your agents like infrastructure, not a demo? Let’s talk.

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