My job is to create an environment where agents do their best work.
My coding agents check their own work. That's how I built an MCP server a startup's sales team ran outreach through, and an LLM pipeline with evals for therapeutic programs.
Four ideas, one essay each
I
Workflows define the spec
Start from the work people do, then the data it needs, then the tools.
II
The harness carries the standards
Agents copy what they see, so issues, checks and docs are the job description.
III
Loops need a verifier
A change stays only if something outside the agent says it's better.
IV
Humans own the irreversible step
The agent drafts and queues. A person sends, and can undo.
- Now
- Founder, Weller Labs · AI engineering and GTM systems engagements
- Before
- Mahana Therapeutics, Bitmatica, StackLead, AVG
- Based
- San Francisco
- School
- MIT