I build AI systems, and the checks that keep them honest. I write about AI systems, coding agents and learning at https://xitter.cf/t.co/wROKLOIz5e.

Pondicherry, India
Joined June 2008
Every serious bug in my personal agent had the same shape: a check reported clean because it could not look. I wrote down nine cases, why they recur, and what I do now. If a check cannot tell, it must say so. itsgg.com/blog/2026/09/14/a-…
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