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Version one of my PII layer masked the words "tax number" and let the Greek AFM through. How I measured Presidio, the checksum trap, and the threshold that silently detects nothing. Part 1 of From Prompt to Proof.
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A blog about Tech🤖, Entrepreneurship🚀, Coding👨🏻💻, and other interesting topics🧠.
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My real production workflow for shipping features with AI agents: 3 terminals, PID-like feedback loops, independent review, and quality gates. No vibe coding—just controlled engineering that serves real users.- Published on
Looking back at my 10 predictions for 2025 to see what came true, what missed the mark, and why- Published on
Highlights from my first PyCon talk, the magic of the community, the probabilistic nature of AI, and a tour of the multi-agent repo I demoed.- Published on
A concise primer on Docker Model Runner—the new beta in Docker Desktop that lets you pull, cache, and serve LLMs straight from Docker Hub through an OpenAI-compatible API.