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News
A Rate Limiter Is a Three-Way Trade-off Wearing a Simple Interface
just now (34+ words) Every production API worth naming enforces some kind of rate limit. Stripe does it. GitHub does it. AWS and Twilio do it. The …...
AI Dev Tools Zoomcamp — Week 2: from specification to a full-stack app
6+ min ago (950+ words) Module 2’s goals, the engineering workflow behind them, and what I learned by putting them into practice. What Module 2 sets …...
Diffusion Beat GANs in 2021. GAN Loss Is in Stable Diffusion
24+ min ago (717+ words) Diffusion models passed GANs on FID in 2021, yet GAN loss still runs inside Stable Diffusion's autoencoder and three distillation methods....
I Simulated an AI Agent’s Memory Across 300 Sessions. Naive Storage Nearly Broke It.
24+ min ago (248+ words) Everyone knows dumping full conversation history into context doesn’t scale. Fewer people realize that even …...
You Ship More Than Any Junior Ever Did. You Learn Less.
32+ min ago (1327+ words) Picture a developer six months into her first job, forty merged pull requests behind her. Real features. Reviewed, deployed, used by customers …...
Your Best Developer Should Not Become a Manager. Companies Keep Promoting Them Anyway.
46+ min ago (1160+ words) We keep rewarding great engineers by taking engineering away from them, then act surprised when we lose a great …...
My Best Engineer Stopped an Incident by Refusing to Deploy. I Almost Overruled Him.
47+ min ago (891+ words) The release was approved, every test was green, and the deadline mattered. One senior engineer refused to press …...
We published a fact about an agent skill. It was wrong, and a 30-second check would have caught it.
51+ min ago (688+ words) That note was wrong in the way that stings: confidently, in writing, in the part of the piece meant to prove we had done the work. The repository has been public since March. Forty commits have touched the exact file…...
We Rewrote the Backend Because It Was “Legacy.” The Rewrite Was Worse.
50+ min ago (737+ words) The old system was ugly, slow to change, and full of decisions nobody could explain. We spent months replacing it with …...
I Tested Every Free YouTube Transcript Generator So You Don’t Have To
1+ hour, 7+ min ago (382+ words) There are a lot of reasons you might need the transcript of a YouTube video instead of the video itself. You’re pulling a …...