Journal
Writing from the studio.
Essays and field notes on AI-native software, product design, workflow, and the decisions behind what the studio ships.
4 entries RSS feed
The latest essay, front and center.
Inside Parergon's Vision Stack
The engineering behind Parergon's on-device recognition: Apple Vision and SigLIP2 over one image decode, calibrated onto one confidence scale.
Read the essayEarlier writing, ordered by date.
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Building Agentic AI Systems That Respect the EU AI Act
The EU AI Act reads less like a compliance tax and more like a specification for agents you can trust. How we read it as engineers building agentic AI.
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We didn't adopt AI. We built an operating system around it.
How Zalo Design Studio builds apps with one human product owner and two AI agents, Claude and Codex, coordinated through GitHub and a shared constitution.
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How we taught Claude to speak Apple's language
Generic AI writes generic code. A curated, local view of Apple's documentation cut our rework loops and made macOS work feel native on day one.