Typed handoffs
Designed explicit state and capability boundaries between planning, execution, and review.
Infrastructure system
Local AI Orchestration
A modular, backend-neutral orchestration layer for planning, routing, execution evidence, QA, safety, and local-first model use.
- Role
- Platform architecture · workflow design · operational evidence
- Timeframe
- Phased platform program
- Status
- Ongoing
- Publication
- Sanitized public case study
Evidence and replay
Captured receipts and QA artifacts so runs can be inspected after completion.
Local-first routing
Separated task intent from provider choice to support private, swappable runtimes.
The challenge
Make complex work decision-ready.
Local AI systems often accumulate models and scripts faster than operational trust. The goal was to make capability, routing, evidence, and safety explicit across a modular platform.
Miguel used typed state, deterministic selection rules, an action boundary, and receipt-oriented QA to make multi-step work observable. The public replay is sanitized and does not connect to the private platform.
Sanitized architecture replay
Explore the control plane
No live models, services, addresses, or private topology.
Implemented capability
Planning
Turns an objective into explicit, bounded steps before tools are used.
01Goal decomposition
02Dependency ordering
03Stop conditions
Observable proof
Typed plans and checkpoint artifacts
Replay timeline
Source-grounded brief
00:00 / 00:20
Planning
Objective received
Create a private, source-grounded analytical brief.
Behind the build
System decisions that shaped the outcome
Sanitized architecture, capability-ledger, routing, and QA artifacts from the local AI platform workspace.
Provider-neutral control plane
Intent and capability requirements are evaluated before choosing a compatible runtime, keeping application logic independent from any one local model server.
Evidence is a product surface
Plans, actions, outputs, reviews, and exceptions create a review trail rather than disappearing into an opaque chat transcript.
Honest capability states
Completed, experimental, and planned capabilities are labeled separately. The explorer does not imply universal production activation.