DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
Ricardo A. OliveiraA Revolução do Agent Harness: Por Que o Scaffold em Torno do LLM Define o Sucesso em Produção Mais Que os Próprios Pesos
Análise profunda da revolução do Agent Harness em 2026: por que o scaffold importa mais que os pesos, anatomia de sandboxes, poda de AST e código em Python.
Denys ShulhinI thought clipboard sync would be simple. Android had other plans.
I started ClipboardX because of a very small annoyance. While developing and testing Android apps, I...
frank chuI published a benchmark. Two weeks later the same code ran 2.5x faster.
Same machine, same script, same Chrome flags. I reported 2.3 seconds per render as a stable constant. Today it measured 0.93. The number wasn't wrong so much as it was never a constant.
frank chuIf a list endpoint returns exactly as many rows as you asked for, you have a bug
I compared 68 posts of quality data against 60 posts of engagement data and published it. A reader caught the mismatch. The cause was a page size I read as a limit, and the output was telling me the whole time.
frank chuMy linters have never found a real bug in my posts. Readers have found two.
I run three automated checks before anything publishes. In two weeks, readers found two defects in code I'd already shipped. The gates caught neither, and it isn't because the gates are bad.
![Codex CLI 0.157.0 Broke on Windows — Here’s How I Got Back to Work [DO NOT UPDATE CODEX !! ]](https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fn7hxskcs8rhrg1tp7qj4.png)
Sanu KhanCodex CLI 0.157.0 Broke on Windows — Here’s How I Got Back to Work [DO NOT UPDATE CODEX !! ]
I updated Codex CLI expecting the usual experience: codex Enter fullscreen mode ...
Ricardo A. OliveiraMCP em Escala Corporativa: Roteamento Stateless e Tool Bloat
Análise profunda do Model Context Protocol (MCP) em escala corporativa: nova especificação stateless, roteamento semântico contra tool bloat e harness em Python.
Ricardo A. OliveiraSGLang vs. vLLM: Runtimes de Inferência e RadixAttention
Análise profunda de SGLang vs vLLM em 2026: RadixAttention, decodificação especulativa EAGLE 3.1, benchmarks de throughput e harness em Python.
Neminath PatilOne Conversation Can Happen in So Many Ways
It should be mentioned that the form of the conversation may vary depending on its nature. There are...
Ehan SiddiqueAI Won't Replace Web Developers—But Developers Who Use AI May Replace Those Who Don't
The use of artificial intelligence in web development does not signal a threat to the job but a...
RobertClaude Opus stopped mid-output at a 21000-token ceiling
A kids-episode script repair in Claude Opus hit a hard 21000-token max_tokens limit and stopped mid-output, leaving the episode unbuilt.
Abhay RaoWhat Developers Are Saying About IBM Bob #5
One of the most interesting challenges in enterprise development is working with legacy technologies....
Alisha AliPreparation for Kindergarten
Preparation for Kindergarten: A Complete Guide for Parents Starting kindergarten is an exciting...
LevinaRecognizing ASL Letters with CNN and Ensemble Learning
Sign language uses hand shapes and movements to share information, but a computer can't understand...
Marcin ParśniakBuilding Security-monitoring in Finovara
Building a Risk Engine: Training the Finovara system to determine when user authentication...
yureki_labHow I Killed 63 Flaky Tests in One Week With Claude Code: 5 Lessons
TL;DR I had 63 flaky tests in a Node.js monorepo that made every CI run a coin flip. Over...