I help teams ship AI systems
that work in production.
Not proofs of concept. Not demos. Systems that handle real traffic, fail gracefully, and run without you watching.
What I do
Agent System Design
Architecture, orchestration patterns, and guardrails for multi-agent systems. From single-agent prototypes to production fleets with bounded autonomy, telemetry, and human-in-the-loop controls.
AI Integration & Infrastructure
MCP servers, RAG pipelines, tool chains, and the Cloud Run / Firebase / Pub/Sub plumbing that makes them reliable. I build the infrastructure that lets AI systems ship — not just demo.
Architecture Advisory
Technical reviews for teams building with LLMs. Where are the failure modes. What should be an agent and what should be a function call. How to instrument what you can't predict.
Who I am
I'm Christian Bourlier. I spent the last decade building digital products at agencies like Monks (S4 Capital), then went deep on AI infrastructure — GCP certified, building production multi-agent systems with Claude, Gemini, and the surrounding ecosystem.
Everything on this site — the open source tools, the production war stories, CacheBash — comes from a live 30-agent fleet that I run in production. I ship tools because I build with them every day.
How it works
Ongoing advisory and hands-on engineering. Weekly cadence, async availability, embedded in your team's workflow. Best for companies building AI into their core product.
Defined scope, clear deliverables. Architecture review, proof-of-concept build, agent system design, or infrastructure audit. Starts with a free assessment call.