Andy Beckwith
Principal engineer — AI orchestration and platform.
Twenty four years in production, with agentic AI at Zendesk. Open to full-time, contract, and advisory work — tell me the delivery problem and I'll scope it.
Plan first, name the unknowns, ship.
Demos
Multi-agent systems you can watch run.
Orchestration is hard to convey in prose, so these are built to be watched. No API keys required, every run simulated and deterministic.
Open the demosAI-Driven Wildland Fire Response
Eight specialist agents read a simulated wildfire incident and assemble a fireground picture: spread prediction, structure triage, evacuation triggers, resource tracking, and an IC decision-support briefing. Pick a scenario, advance the operational clock, watch the orchestration run.
AI-Driven Wildfire Mitigation Planning
The planning-side companion: a specialized internal intelligence platform fuses beetle kill, dead-and-down loading, structure density, topography, and historical and live weather into ranked mitigation options and a simulated lightning ignition-risk watch for the US 285 corridor.
One sentence in, a local social post out
Seven specialist agents turn what a tavern owner typed into posts for three platforms, a schedule, and a story suggestion. Local Intelligence reads the town first and can say not today. Two scenarios: a Friday show, and a smoke day. Pre-recorded and deterministic.