Designing deterministic release-risk systems
My current bet: agents can now write code faster than teams can verify it. DeployTitan is my attempt at deterministic, evidence-backed release-risk scoring.
Read the projectBuilt from first principles
A focused archive shaped for founders & builders, with the product thesis, technical choices and operating lessons kept in view.
My current bet: agents can now write code faster than teams can verify it. DeployTitan is my attempt at deterministic, evidence-backed release-risk scoring.
Read the projectA release decision is only as good as the evidence behind it. Exploring what a concise, inspectable deployment-impact report should look like.
Read the projectThis site, essentially — a professional profile that keeps confirmed facts, self-reported evidence and active experiments clearly separated instead of flattened into one pitch.
Read the projectInvestigating why agents forget what a team already knew, and what it would take for them to stop.
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