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Research, thinking, and building in public.

Research Research-backed pieces on AI agent deployment
Why AI Agents Fail (And It's Usually Not the AI)
Berkeley researchers analysed 1,600+ AI agent failures. The biggest category was specification and design problems.
20 March 2026 · 5 min read
Autonomy Is a Design Decision, Not a Capability Outcome
The same agent can operate at any autonomy level. The choice is governance and design, not technology.
21 March 2026 · 5 min read
The 80/20 Rule for AI Deployment
Less than 20% of effort goes to the AI itself. Over 80% is data integration, stakeholder alignment, and governance.
22 March 2026 · 5 min read
Your Best AI Agent Is Your Biggest Risk
The more reliable an agent becomes, the less capable your team is at catching its mistakes. Bainbridge's paradox explains why.
19 March 2026 · 5 min read
Building in public
How I Built This Site with Claude
A $10/year website built entirely with Claude Cowork. Static HTML, Cloudflare Pages, a subscriber system, and no code editor.
24 March 2026 · 9 min read

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