Pillar — Autopilot

State a goal in plain English. Sagewai designs, provisions, runs, and improves the agents that deliver it.

The Autopilot pillar lets operators state a goal — "triage support tickets, escalate the hard ones, draft replies for the easy ones" — and have Sagewai design the blueprint, instantiate the agent graph, and run the mission. The hosted blueprint service (sagewai-llm) is the proprietary half; the local controller, missions, and curator are open source.

What the pillar does

  • SagewaiLLMClient — the bridge to the hosted blueprint service. The platform works manually without it; the autopilot loop closes when it's available.
  • Blueprint, SlotSpec, AgentGraph, Mission — the data shapes the autopilot reasons over.
  • GoalRouter, SlotExtractor, ConfidenceConfig — turning a plain-English goal into a slotted plan.
  • AutopilotController, MissionDriver — the loop that drives a mission from goal to delivery.
  • Curator, Promoter, TrainingDataset — capture every answer; promote good ones to training data; close the loop.
  • HealthMonitor, HealingEngine — automatic mission-level healing.

The Autopilot pillar lives at sagewai/autopilot/* in the SDK. See the autopilot architecture page in user memory or the Autopilot overview for the full module map.

What proves it works

Primary lighthouse

Train your own model — the autopilot training loop closes (Example 36): the Curator captures every agent answer, the dataset crosses the threshold, a FineTuneJob triggers, the LoRA deploys, and the mission re-routes to the local model. The full closed loop end-to-end.

Sibling pattern

Example 35 — autopilot_hosted_service — the hosted-service round-trip. State a goal, get a blueprint, instantiate the mission, run it.

Foundation companion

Example 28 — autopilot_quickstart — autopilot without an LLM key. The cheapest demonstration of the framework.

Where to go to ship it

  • Training Loop pillar — the loop the autopilot closes when it captures, fine-tunes, and re-routes.
  • Sealed spine — the security architecture that makes autopilot safe to give access to vendor credentials.
  • Pillars overview — the other four pillars.