The concern with cloud AI is usually framed as paranoia. It is not. There is a specific category of work where sending prompts to an…Continue reading on Medium »
Read on Medium →The engineers most at risk from AI are not the ones who ignored it. They are the ones who adopted it without understanding what it shifted…Continue reading on Medium »
Read on Medium →FDL died on Aug 25, 2025. Here’s the full migration: Android, iOS, Flutter.Firebase Dynamic Links quietly shut down mid-year. No migration wizard, no grace period, just links returning 403 and users l...
Read on Medium →You have probably seen the demo by now. Someone opens a chat box, types “build me a notes app with login”, and thirty minutes later there is a working app on screen. Buttons work. The login page looks...
Read on Medium →If you’ve ever built a CLI tool or an async-heavy Node.js script, you know the moment: your process is running, nothing is printing, and you have no idea if it’s working or hung. A spinner fixes that...
Read on Medium →Every Flutter app eventually needs a loading indicator. And every Flutter developer eventually writes the same 30-line AnimationController boilerplate, tweaks it, copies it to the next project, tweaks...
Read on Medium →Every backend engineer eventually writes a handler that does “too much” in the request path — and then watches it fall over at 2am when traffic spikes. The fix is a pattern so common it’s practically...
Read on Medium →Most developers hear “run your own LLM locally” and picture a research lab, a rack of A100s, and a cooling bill that needs its own line item. My setup is a Ryzen 5 5600, 16 GB of RAM, and an RTX 3060...
Read on Medium →Most SQS consumer tutorials show you how to poll a queue and process messages. They don’t show you what happens when a message fails halfway through a 10-minute media processing job. They don’t show y...
Read on Medium →Cloud providers want you to stay inside their ecosystem. Their documentation assumes it. Their pricing models reward it. Their SDKs are designed for it.But in practice, the best solution to a problem...
Read on Medium →