Notes from building agentic systems, tuning local LLMs, and working seriously with AI.
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Standing up the blog: repo as source of truth
Why this site is markdown in a git repo, built with Astro, and deployed to Cloudflare Pages — and how posts actually get published.
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My Agentic SOC Scored 100% on My First Test. That's Exactly Why I Didn't Trust It.
A perfect score on the first planted-threat test hid the most valuable finding: an AI analyst that spots a real threat, then rationalizes it away — and a manager that signs off without questioning it.
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I Built an Agentic Cybersecurity Team Because I Got Tired of Waiting for One
A side-project agentic cybersecurity team that reviews real security evidence, produces auditable findings, and hands the important work to humans — augmentation, not replacement.