I'm Jay Christopher. I help product teams build AI agent systems that survive real traffic.
You built it. It worked in staging. Then real traffic hit and everything fell apart — context blew up, agents made conflicting decisions, errors cascaded. You're not the first team this happened to. The Context Engineering Method is the architecture playbook that fixes the five failure patterns killing agent systems in production.
Right now, other teams in your space are shipping agent systems that handle real traffic. Not because they're smarter — but because they had an architecture pattern to follow instead of building from scratch. Every week you spend debugging architecture is a week your competitor spends shipping features.
2-minute assessment. Personalized results. No credit card required.
A systematic approach to AI agent architecture: diagnose your bottleneck, select the right pattern, and implement with production-ready templates. Everything is free to start.
Architecture patterns for AI agent systems — context engineering, multi-agent coordination, failure recovery, and more.
Copy-paste Python starter code for single-agent, multi-agent, context isolation, recovery, and evaluation patterns.
8 questions that diagnose your #1 bottleneck and give you a personalized action plan in under 2 minutes.
The teams shipping AI agents right now aren't waiting for the perfect framework. They're building with proven architecture patterns.
I kept seeing the same pattern: teams would build an agent system that worked perfectly in demos, then watch it fall apart the moment real users touched it. The architecture decisions they'd made early — how context flows between agents, how errors propagate, when to use a framework vs. go framework-free — those early decisions determined everything.
So I started documenting what went wrong. And more importantly, what the teams that succeeded did differently. Those documents became 20 articles on agent architecture. The articles became templates. The templates became a method.
That method is what you'll find here — The Context Engineering Method. It's free to start, and it works whether you use our templates, hire us, or just read the articles.
Take the 2-minute Context Engineering Assessment. Get your architecture report card with specific grades across 5 dimensions — plus a personalized action plan.
Get Your Architecture Report Card — FreeOr grab the Single-Agent Template + Production Readiness Checklist — free, no assessment required.