Artifact Streaming -> UI Contract
Keep streaming artifacts aligned with UI expectations.
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Public preview stays open. Full steps, assets, and repo access live behind Vault when available.
What you get
- Event schema
- UI contract examples
- Latency smoothing tips
Plus step-by-step usage and direct repo access.
A practical map of the production stack behind AI agents: runtime, tools, memory, workflows, observability, evals, guardrails, deployment gates, and control-plane boundaries.
Most AI agent architecture still imitates human teams. The better model is factories: queues, workcells, QA gates, and auditable async worker systems.
Hermes Agent review for builders: what the repo actually does, what we validated, what is hype, and which patterns are worth stealing.
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A command-level teardown of the Starkslab inbox-to-execution loop: intake, triage, routing, artifact discipline, incidents, handoffs, metrics, and checklist controls.
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