Ronald Leung · Engineering leader
I lead small senior engineering teams where every engineer works with agents and delivers like a subteam.
Five enterprise products taken from scratch to production. Now building production agents for enterprise operations, tested against problems we've already solved.
- Agentic On-Call, demoed at .conf26
- Ingestion platform serving 5,500+ customers
- 5 promotions, 2 to Senior Staff
Recent Posts
View all posts →The Tests Passed. The Meeting Was Still Missing.
My agent's tests all passed while my CLI was getting meetings wrong. I found the bug by checking what I actually wanted, and that's the part I now think the agent has to learn to do.
Helping AI Make Sense of the Knowledge Dump
I got tired of copy-pasting internal docs into AI conversations. So I built a CLI tool to scrape them into markdown—then discovered the real problem was teaching the agent how to make sense of it all.
The Composition Principle: Building Agent Skills That Compound
Why granular, composable skills beat monolithic system prompts—and how JIT context unlocks the creative power of LLMs.
Want to connect?
I'm always up for talking about AI engineering, leadership, or what you're building. Find me on LinkedIn.
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