Understanding ChatGPT Work
OpenAI announced ChatGPT Work on July 9th, and have been furiously iterating on it ever since. It is an extraordinarily confusing and very powerful product. Here's what I've figured out about it so far. ChatGPT Work is…
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181 articles · 27 sources · 3 papers ·
Top topics: General · JavaScript · Python
Forgejo hack #2: Integration with Read The Docs
In this second Forgejo Hack installment I'll tell you how to connect a git repository that lives in your self-hosted Forgejo instance to Read the Docs, so that commits to the repository automatically trigger…
Clarification regarding idiomatic input
Hello everyone! Is more idiomatically to use io::stdin().read_line(&mut s).unwrap_or_else(|err| { eprintln!("Critical error: failed to read from stdin. Reason: {err}"); process::exit(1); }); than…
Tracing - looking for subscriber with parent span info
I'm currently using tracing-subscriber to format output for a CLI app (stdout, stderr & optional log). I'm missing the ability to include parent span fields in the output as well as some nice-to-have customisations for…
Java Was Optimized for LLMs Decades Before They Existed
Java specifications, JSRs and JavaDoc have been publicly available, crawlable, versioned and consistently formatted for three decades. Jakarta EE and MicroProfile publish theirs as plain HTML on the open web, where…
How implement an iterator over a growing collection?
AI gives me an example, but unfortunately a collection growing should happen inside the iterator next(). struct GrowingIter { data: Vec<String>, index: usize, } impl Iterator for GrowingIter { type Item = String; fn…
Implementing trait with static lifetime bound
G'day folks, Today I'm working on a dictionary stemmer. The data required for this is several megabytes, so I want to keep as few copies around as possible. There are three traits involved here: docs.rs TokenFilter in…
AI-assisted genealogy
My son recently came to me to brag about using AI to find our ancestors. While the results were correct, I didn’t learn anything new, as it stopped at my grandparents. I was never very interested in my genealogy, but I…
BEST Cryptocurrency Recovery Services in the world for lost or stolen digital asset retrieval: Visit ZEUS CRYPTO RECOVERY SERVICES
Zeus Crypto Recovery Services specializes in providing professional assistance for individuals, businesses, and traders affected by cryptocurrency losses, unauthorized transactions, and digital-asset disputes. Our team…
572 tests green, and three packages were one command from shipping broken
I publish seven packages out of one monorepo. Last week, with 572 tests passing, typecheck clean, lint clean and the tarball-contents check green, three of them were one command away from being published in a state that…
Hackaday Links: August 30, 2026
The big news today is, of course, the successful launch and deployment of NASA’s Nancy Grace Roman Space Telescope earlier this morning. The space agency’s latest observatory lifted off at …read more
Qwen3.8-27B vs Muse Glimmer 30B: chọn model nào cho GPU 24GB
Originally published on NextFuture Trong bốn ngày của tháng 8/2026, hai phòng lab lớn cùng thả model multimodal dense cỡ 30B kèm weights tải về được dưới giấy phép Apache 2.0 thuần: Muse Glimmer 30B của Meta ra ngày…
Agent AI viết code trôi chảy mà sai: bộ rule chặn trước merge
Originally published on NextFuture Bạn nhắc agent dựng một màn hình billing, mười hai giây sau nó trả về bốn trăm dòng TypeScript sạch, type check qua, JSX parse không lỗi. Đến khi kéo viewport xuống 390px thì layout…
Kernel prepatch 7.3-rc1
Linus has released 7.3-rc1 and closed the merge window for this release. "Nothing really stands out - except for the fact that it's big. It's not the biggest rc1 we've ever had, but it's certainly up there, at least in…
Pinnacle WebSocket API in 2026: Build a Live Odds Client in Python and Node.js
Pinnacle's public API closed on 23 July 2025, and the modern way to hold its live odds in your own process is a WebSocket feed: a connection that pushes every change the moment it happens, into state you control. This…
Debugging Async/Await Deadlocks in JavaScript: Tips, Tools, and Real-World Solutions
Introduction Asynchronous programming with async/await has become the de‑facto standard in modern JavaScript. Yet, developers still encounter mysterious deadlocks that freeze UI threads or stall serverless functions.…
Paolo Melchiorre: My DjangoCon US 2026
My DjangoCon US 2026 experience in Chicago, captured through Mastodon posts about talks, my UUID talk, Django community activities, people, and moments along the way.
A 12TB Steam “teraleak” spills more than a decade of lost PC gaming history
Cut content from Portal 2, hints of Half Life 2: Episode 3, and so much more.
Debian votes to let contributors code with AI
Disclosure optional, quality mandatory
Hand-Crank Flashlight
You can never be too prepared for a situation that requires light.CrazyScience shared how they built a hand-crank flashlight. For this project, I took a small SG90 micro servo, modified it for continuous rotation, and…
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