Doing more with less.
Notes on human–AI collaboration, tools for thought, and the craft of building leverage. A growing collection — some ideas are seeds, others evergreen.
Recent
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The AI-coding stack: a map for a landscape that won't sit still
Models, harnesses, and execution environments — plus the two interface categories around them: workflow frameworks and memory. A working taxonomy of AI-assisted coding tools, built from reading source code rather than marketing pages.
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Why you need a machine that never sleeps
A small always-on server, dark to the internet, that keeps an Obsidian vault converging and version-controlled, hosts coding agent sessions I can drive from a phone, and — unplanned — grew into an assistant reaching my tasks, mail, calendar, flashcards, and health data.
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AI coding tools should reach beyond the editor
AI-assisted coding accelerates one pillar of development work — writing code. The real leverage is an assistant that works across all three pillars, project management and infrastructure included, closing the whole loop instead of one third of it.