Actionable strategies and thoughts on how small businesses can leverage modern technology to scale efficiently.
I had a lot of work to get through, and for once I didn't want to crawl through it one ticket at a time. I knew Claude Code could run a few sessions in parallel, so my first thought was just to turn a couple of agents loose on different things at once. But then I hit my actual hangup: I ...
Read article## Introduction I keep hearing the term loop engineering. It's all over my feed, every AI newsletter, half the dev videos I open. So I had the same question you probably have. Is this actually important, and do I need to learn it as a frontend or fullstack developer? I spent some time with it and ...
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Read articleI built a Chrome extension called **Site Bomb**. It does exactly one thing: you drop little bombs anywhere on a webpage, and the text near the blast gets physically blown apart, letter by letter. It is completely useless. It is also genuinely satisfying when you're stressed. {% embed https://www.y...
Read articleThere’s a specific moment that happens at every single hackathon. It’s usually around 2 or 3 a.m., when the free energy drinks are completely gone, the demo is still half-broken, and someone on your team leans back in their folding chair and asks: "Wait... can we actually ship this? Do we still have...
Read articleI have been writing a lot about AI lately, but this one is more personal than usual. Not a tutorial, not a hot take on some new model - just something I have been sitting with for a few weeks now. Let's start from the beginning. A few weeks ago I was scrolling Twitter at around midnight, the way yo...
Read articleyou probably didn't think about this when you signed up. you entered your card details, verified your phone number, maybe uploaded a government ID and took a selfie. friction. annoying. you moved on. somewhere in cambodia or kenya, someone did the same thing. except they weren't signing up for cla...
Read articleThe three-layer model works. Part 1 of this series is the invoice incident that proved it. Part 2 is the proxy.ts matcher gaps that fail silently. Part 3 is the mutation-layer auth check that gets skipped even when everything else looks solid. My kit implements this in Route Handlers rather than Ser...
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Read articleWe (at DEV and MLH) are covering AI Engineer's World Fair by printing a physical newspaper called "The Daily Context" everyday of the conference. We wanted to include a game in each issue so for today's first edition, we published a little word search affectionately named "Vector Search":  to help devs discover the project. Do give it a try and share your feedback._ --- Yesterday we landed o...
AI Summary: In March 2025 I wrote a Python script that logged into a call center portal, watched dialing servers, and swapped underperforming lists automatically. It worked. I made it better in May. I made it better again in June. By June 24th I had the most capable version I'd ever built — a single file, about...
AI Summary: Every RAG tutorial pulls the same move. It walks you through embeddings, chunking, retrieval, and then right at the moment of truth it says "now pick a vector database" and just... moves on. Like that's a coffee-order decision. Like you're choosing a font. It's not. The database you pick decides ho...
AI Summary: I keep seeing it on code reviews. Proxy solid. Auth on every Server Component. Header direction correct. Then I look at the Server Actions. No auth check. Not one. The page that renders the button is protected. The action behind the button accepts whatever the caller sends -- any valid session, a...
AI Summary: *Complete preparation breeds complacency. What is seen every day no longer raises suspicion. The hidden lies within the open — not opposed to it.* *— The 36 Stratagems, "[Deceive the Heavens to Cross the Sea](https://en.wikipedia.org/wiki/Thirty-Six_Stratagems#Deceive_the_heavens_to_cross_the_sea)"*...
*How I built a gamified, infinite-scroll video installation for the TIAT "Slop Epistemologies" exhibition—and optimized heavy web media to run smoothly on a $15 single-board computer.* --- ` call, and crossed fingers. The current pattern uses none of those.* If you've ever tested webhook integrations, this probably sounds familiar. Start your local application. Launch ngrok. Copy the temporary URL into the third-party a...
