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Platforms and infrastructure for AI in air-gapped environments.
I'm Bo. I build production AI platforms for the Intelligence Community and open-source tooling for agent reliability.
10 years deploying to environments with no vendor support. Currently: senior platform engineer, GPU fleet, 100+ clusters.
What I Work On
Platform Engineering
GPU fleet, air-gapped Kubernetes, GitOps-driven delivery across 100+ clusters.
Agentic Orchestration
AgentOps: CLI + skills plugin for AI agent reliability. Context orchestration, not agent orchestration.
Secure Deployment
Production AI in environments with no vendor support. Top secret, on-prem, zero-trust.
Recent Writing
Convergent Architecture: Three Domains, One Principle
→Infrastructure, software architecture, and agent orchestration all arrive at the same answer independently. The intelligence lives in accumulated context, not individual execution.
AgentOps: It's Not Agent Orchestration. It's Context Orchestration.
→Everyone, including me, has been calling it agent orchestration. After months of shipping code with AI agents, I realized we've been naming the wrong thing. This is what context orchestration actually looks like.
The Knowledge Flywheel: How AI Teams Compound Intelligence
→Every AI session generates learnings. Most teams throw them away. The flywheel captures, promotes, and re-injects knowledge so each session starts smarter than the last.
Builds
vibe-check
→A CLI that analyzes git history to give you 5 core metrics—like damage meters but for coding sessions.
Dify Agent Platform
→A multi-tenant AI marketplace running on top secret OpenShift, deployed in a single day.
Always up for a conversation about infrastructure, AI in production, or agent reliability.