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News
AI Is Killing Junior Developers. In 10 Years, We May Run Out of Senior Engineers.
5+ min ago (1348+ words) Companies are discovering they can hire fewer juniors and let AI handle the easy work. They may also be quietly …...
My Best Engineer Broke Production. Then He Refused to Let Anyone Roll It Back.
5+ min ago (968+ words) The deployment was his. The outage was real. Revenue was dropping. Everyone wanted the safest move available. He looked …...
I Stopped Memorizing “LCP, INP, CLS” and Started Actually Understanding Them — Here’s the System
7+ min ago (186+ words) A senior frontend engineer’s field notes on Core Web Vitals, bundle strategy, and why …...
A Rate Limiter Is a Three-Way Trade-off Wearing a Simple Interface
8+ min ago (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
14+ 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 …...
What Are Foundation Models? (Explained Like You’re Five… Okay, Fifteen)
17+ min ago (543+ words) If you’ve spent any time near AI news in the last few years, you’ve probably heard the term “foundation model” thrown around like everyone already knows what it means. GPT-4, Claude, Gemini, Llama — these are all called foundation models. But…...
Building a Confidential DAO Treasury Policy Engine with Oasis Sapphire + ROFL
30+ min ago (1192+ words) DAOs are very good at making treasury activity transparent. That is also one of their biggest operational weaknesses. A traditional DAO treasury can expose every payment, recipient, transaction proposal, signer activity, and spending pattern. Transparency is valuable for accountability, but…...
Diffusion Beat GANs in 2021. GAN Loss Is in Stable Diffusion
32+ 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.
32+ min ago (248+ words) Everyone knows dumping full conversation history into context doesn’t scale. Fewer people realize that even …...
How the Web Actually Works (Explained by Someone Who Just Found Out)
39+ min ago (222+ words) So normally everyone knows the routine. You open your browser, click the search bar, type in whatever you’re looking for, hit enter, and there it is, a bunch of results and even more than you asked for. I’ve done this…...