02 / Blog
Notes from the parts that do not fit on a resume.
Latest note
A Real AI-Assisted Production Cutover, With Guardrails
A practical cutover story about using an AI agent inside approval gates, rollback notes, and browser-visible proof instead of pretending autonomy removed the risk.
Read the noteWriting focusAI security engineering, security data platforms, and practical architecture review.
FormatShort notes, field observations, and deeper technical writeups.
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03 / Posts
All notes.
A Real AI-Assisted Production Cutover, With Guardrails
A practical case study in using an AI agent during a production cutover without removing human approval, rollback notes, or browser-visible proof.
AI Is Not Here to Replace Your Brain
AI tools do not replace clear thinking. They multiply it, if you can plan well, ask good questions, and keep your standards high.
I Gave an LLM Shell Access to a Server. Here's What I Learned.
Spinning up a hardened VPS, handing an LLM shell access, and watching what sticks when AI agents meet real infrastructure.