Posts
All the articles I've posted.
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AI Is an Exoskeleton, Not a Coworker
One study found experienced developers were slower with AI while believing they were faster. The gap suggests an exoskeleton: useful amplification that still depends on human judgement.
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Code Is Cheap Now, And That Changes Everything
Coding agents have reduced the cost of producing code. The scarce work is increasingly defining systems: contracts, invariants, service levels, and verification.
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A Practitioner's Guide to AI-Assisted Development
I did not move from AI sceptic to daily agent use in one smooth step. This series maps the uncomfortable transitions and what each asks developers to give up.
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LLMs Are Already Useful
How I used Claude Code to build a GitHub backup tool I'd been putting off for years, and why LLMs are most valuable for the small internal tools you never get around to writing.
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I Built Yet Another Sandbox for AI Coding Agents: Here's Why
Why existing sandbox solutions for AI coding agents didn't work for my workflow, and how I built sandbox-claude: fully isolated Incus containers with btrfs snapshots, deploy key automation, egress filtering, and parallel agent support on macOS and Linux.