Auto-aggregated global tech articles · 445 posts
I run two small LLM judges. One reads ~200 items a day from AI feeds and tells me which five to read (I call it brief). The other reads Reddit threads and tells me which ones are worth a comment from me (scout). Both have a regression suite, both have a promoted baseline, both go through a gate befo
Hands-On with Amazon S3: Buckets, Permissions, Lifecycle Rules, and Static Hosting Explained Introduction Cloud storage sounds abstract until you actually create a bucket, upload a file into it, and watch access rules decide who can — and can't — see that file. That's exactly the exercise this ar
This is a build-in-public deep dive from MonkeeTools, a free invoice generator that runs entirely in your browser. No account, no server, no tracking. This post is about the weirdest part of that promise: the PDF engine, written by hand, with no libraries. Why would anyone do this Most "
Verifying every number in a draft against its source does not make the draft honest. I learned that on my own writing pipeline. The gate I run reads each draft, pulls out every figure, and traces it back to the measurement that produced it. If a figure has no source, the draft doesn't ship. That pa
So am new to web dev client work personally. I want to know how much you guys take as web dev developing websites for people. landing page. I multiple pages etc. Thanks. submitted by /u/Pale-Lunch-3555 [link] [留言]
En Madrid hay unos pequeños puntos de préstamo de libros dentro de estaciones de metro: el Bibliometro. De los 12 que había, 6 cerraron; quedan 6 abiertos. El problema es simple: el catálogo oficial de la Comunidad de Madrid no te lo pone fácil. Hice https://www.librometro.es: consulta el catálogo
A client paged me at 6am because their reporting dashboards were timing out. Nothing was down. The primary replica in their Always On AG was just getting hammered by every single read query in the environment, while two perfectly healthy secondary replicas sat there doing nothing but redo. They had
Note: Names, identifiers, infrastructure paths, dates, and selected implementation details have been generalized or rounded to protect confidential information. The architecture, failure modes, engineering decisions, and outcomes are real. Table of Contents The Cleanup Nobody Wanted to
I'd like to share BoringOS, an independent x86_64 desktop operating system written primarily in C. This is not a Linux distribution or a customized existing OS. The project is developing its own kernel, userspace, filesystem functionality, USB/xHCI and HID support, process/task architecture, and a
The current Material generation — dynamic color, tonal palettes, expressive shapes — is a conversion tool, not just a skin. Here is how I use it in production Android apps, step by step. A fintech client in Mumbai shipped a payments app with a design system that predated Material's tonal era: two s
React is deliberately minimal. It gives you components, props, and children while leaving structural composition patterns up to you. One pattern that doesn't exist natively but comes up constantly in design systems and component libraries is named slots: the ability to pass multiple distinct pieces
AI governance has already become one of the most important parts of running AI in production. As enterprises deploy AI agents, retrieval systems, and LLM applications, they need ways to control access, manage risk, monitor behavior, apply policies, and prove compliance. The best AI governance tools
🎯 El punto de partida En varios kickoffs de Landing Zone enterprise en LATAM este año se repite el mismo patrón de inventario: unos 40 servidores físicos que nadie quiere tocar porque el que sabía renunció en 2022, un cluster VMware con 200 y algo de VMs, la mitad de las aplicaciones en Windows Se
Short version: I labeled 558 public AGENTS.md files against a 9-category taxonomy. The measured base rates say something boring and useful — almost every file prohibits things (85.7%) and lists build/test commands (82.8%), while almost none of them record a gotcha (13.6%). Two of the nine slots are
A workflow's phases and its cast are the easy half. The hard half is keeping that order honest when every step is carried out by something that would rather be agreeable than correct. What follows are the principles that hold that order in place, in two groups. The machinery comes first, then the d
Greg Kroah-Hartman has announced the 7.2.6, 6.18.52, 6.12.110, 6.6.157, 6.1.188, 5.15.221, 5.10.270 stable kernels. According to Kroah-Hartman, this batch may set a record for the number of patches with more than 9,000 in total between them. There are more than 1,800 patches in 7.2.6 alone. Users o
✓ Human-authored analysis; AI used for formatting and proofreading. Your Cognito app client has http://localhost:3000/callback in its allowed callback URLs. It was added during development. Nobody removed it. That URL is now a token exfiltration endpoint. An attacker crafts an authorization link
Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for your business-critical systems. Star us to help devs discover the project, give it a try, and share your feedback to help improve the product. ffmpeg is the one CLI tool everyone uses and most doesn't
A model is only one artifact in a production data science system. The harder engineering problem is creating a reliable path from changing source data to repeatable features, deployable predictions, and measurable outcomes. This article presents a practical architecture for that path. It is intentio
Most particle editors are GUI-first, which is correct: authoring a visual effect by typing numbers is a miserable way to work. But once the effect exists, it is a file, and files belong in the same machinery as the rest of your project. I spent an afternoon wiring our VFX into CI and it caught a cl
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