AI Architecture Without Burning Out Your Team
Application architecture in the AI era — how to ship LLM features, agent systems, and intelligent products without destroying your engineers.
Monday, April 1, 2024 · 10 min read · By Kevin Moe Myint Myat
Everyone wants AI in the roadmap. Nobody budgeted for what it does to the team.
The trap
- Hackathon → production in 2 weeks
- No eval framework
- No on-call runbook for hallucinations
- Engineers running on hype and caffeine
That’s not innovation. That’s scheduled burnout.
Architect differently
- Human-in-the-loop by design — not as afterthought
- Observability for AI — traces, evals, cost dashboards
- Sustainable pace sprints — AI work is research and engineering
- Wellness as non-functional requirement — yes, really
The Jensen + Sadhguru frame
Jensen: Think in systems. Long-term. Hardware-software co-design.
Sadhguru: Inner climate determines outer output.
Kevin Myat: Your team’s nervous system is part of the architecture. Design for it.
AI tech advisory isn’t slides about transformers. It’s organizational architecture for the intelligence era.