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Engineering

9 posts in this category

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12 September 2026

We gave an AI agent standing permission to maintain my dad's Family Tree app. Here are its rules.

A family-history app for an 81-year-old user, looked after by a headless Claude Code agent that answers his comments and ships fixes every hour. The rules that make that safe, and the bug it found on his first morning.

AIEngineering
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7 September 2026

Packaging a Claude Code workflow so someone else can install it

We zipped our Claude Code setup into a 37 KB starter kit a friend can install in half an hour. Sorting the files into portable, needs-editing and not-portable was the real work.

AIEngineering
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6 September 2026

How to find out what is actually breaking your home wifi

Our TV kept buffering while the mesh app insisted everything was fine. Six days of continuous measurement found one failing node, after four wrong theories. Here is the method, which transfers to any home network.

Engineering
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3 September 2026

One Master Image: Getting an AI Image Model to Stay On-Brand Across 24 Backgrounds

We generated a full set of branded video-call backgrounds with an AI image model, and learned that consistency comes from one locked master image and add-only edits, not from better prompts.

AIEngineering
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19 July 2026

You can build a game from a single prompt. I did, and here's how.

I pointed an AI coding agent at a plan and said 'build this project'. Out came a complete multiplayer browser game you can play right now. Here is what a single prompt can really do, and the one thing that makes it work.

AIEngineering
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10 July 2026

We built a Lighthouse skill that's not allowed to break the stack

We built a Claude Code skill that audits any site with Google Lighthouse and produces a fix plan with one hard rule: it must never change how the project renders. The pattern of treating your architecture as a machine-checkable invariant is the bit you can steal.

AIEngineering
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6 July 2026

Your Claude Code transcripts know what your next skill should be — mine them

We extracted 1,451 of our own prompts from Claude Code's session logs and counted what we kept retyping. The repeats became three new skills and a pile of instructions the agent now reads automatically.

AIEngineering
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27 June 2026

Turn your best prompt into a skill: a reusable Supabase security audit for Claude Code

We took a one-off security-audit prompt, tightened it, and turned it into a global Claude Code skill you can run in any project with /security-audit. Copy the code — or the prompt to generate it yourself.

AIEngineering
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10 June 2026

How to let an AI write your blog without letting it publish

The best material for a developer blog is already in your terminal — but letting an AI write it up means guaranteeing it can't publish on its own. Here's the draft-only pattern we landed on.

AIEngineering
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