AI 资讯
Amazon’s trying to launch a global satellite cellphone network in 2028
Amazon filed an FCC application on Saturday to launch a new Leo satellite constellation that will provide direct-to-device satellite service for "voice, messaging, data, and emergency services." If approved, Amazon will begin deploying the new constellation of 5,105 satellites in 2028. It says it plans to partner with mobile network operators to offer direct-to-device satellite […]
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7 Kiro Features You're Probably Not Using
Did you know that Kiro doesn't just have a Spec-Driven Development (SDD) flow, but also a bug fix workflow that helps you resolve one issue at a time? That's one of seven features worth knowing about. If you're completely new to Kiro, it's an agentic harness for the CLI, web, IDE, iOS, and more. It helps teams and individuals do their best work while coding. I've been using it since it launched in July last year, and I keep finding features I didn't know were there. (Full disclosure: I'm a Developer Advocate at AWS, and Kiro is a part of AWS. I use it every day, and I'll be forthcoming about the parts that are still preview or experimental.) Heads up: Kiro ships fast. I've flagged the version-sensitive bits of these features inline. Check the docs if something looks different in your build. 1. Stop approving every single command After talking to a lot of people about Kiro, one of the main pieces of feedback I get is on approving commands. When Kiro asks permission to run a shell command, the default reaction is to hit yes and move on. Then it asks again for the next git command. And the next one. Press Tab instead in the CLI. This allows you to edit it and put the exact permissions you'd like. For example you can be pickier on the trust tiers: git pull --rebase # this exact command git pull * # git pull with any arguments git * # anything git * # the entire shell tool Whatever you pick persists for the session and gets stored as a regex in your agent's allowedCommands . There's also /tools trust-all , which trusts everything. It's the documented replacement for the old /acceptall , and the security docs are blunt about it: don't use it in production or with sensitive data, and you're responsible for whatever it does. One version note: on CLI v3 this moves to a permissions.yaml file, so the agent JSON advice above is v2. More on v3 in a minute. Full details: tool permissions 2. The # menu is bigger than #file in the IDE Type # in the IDE chat and you get a list of co
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Switching Tracks in BlocSignal: The Universal State Switchyard for BLoC, Riverpod, and Provider
By Randal L. Schwartz, and a few million TPU cycles Motto: "With the rigor of Bloc and the flex and speed of Signal" Why You Don't Have to Tear Up Your Codebase to Enjoy the Speed of Synchronous Signals If you have followed my talks, articles, or comments in the Flutter community over the years, you know I have been a strong advocate for Riverpod . Riverpod solved many of the fundamental global-state scoping issues inherent in classic InheritedWidget patterns, providing compile-safe dependency injection and clean state isolation. However, as the Flutter ecosystem evolved toward Riverpod 3 , I grew increasingly wary of the direction being pushed: a heavy reliance on mandatory code generation ( @riverpod annotations, build_runner, macros). Code generation introduces build-step friction, bloats compile times, and makes debugging generated syntax opaque. On the other side of the tracks sat BLoC . While I appreciated BLoC's structured, predictable event-to-state machine pattern ( on<Event> ), I was never a big fan of classic BLoC's reliance on underlying Dart Streams . Streams operate asynchronously via microtask queues—introducing subtle frame-rendering latency—and require extensive stream-transformer ceremony for simple state updates. Then came Signals (specifically Rody Davis's signals package). Signals brought raw speed, zero microtask overhead, fine-grained composable reactivity, and pure Dart portability. That realization birthed BlocSignal : combining BLoC's disciplined, enterprise event-state architecture with Signals' synchronous reactivity. And more importantly, it solved the single biggest pain point in Flutter development: the migration trap . 🚂 The Core Metaphor: "Switching Tracks in BlocSignal" In Flutter development, choosing a state management tool often feels like choosing a railroad company. If your team built an application on package:provider or flutter_bloc and wants to adopt Riverpod or Signals, traditional wisdom dictates a nightmare: tearing up al
产品设计
Building a Fast Lock-Free Queue in Modern C++ From Scratch
submitted by /u/Dear-Economics-315 [link] [留言]
AI 资讯
CodeBerg Bans Cryptocurrency and LLM-generated code projects
I'm responding directly to Maya Posch's piece on HackADay that was published today. Did that rhyme? I think it did. Community-led open source project hosting site Codeberg has formally announced that projects whose code is largely or fully machine-generated through LLMs and other ‘AI’ tools will no longer be welcome. This follows on the heels of a similar ban on cryptocurrency-related projects. The community vote was on two issues, the first being the notion that scraping of project code for the use in LLMs should be forbidden, which was a motion that easily passed. The second motion was on disallowing projects whose code was substantially generated by LLMs like Claude, OpenAI Codex, and similar. This motion passed with 358 in favor versus 144 against. In the earlier linked blog post the reasoning behind especially this second issue is expanded upon, covering not only ‘license whitewashing’, but also the direct and indirect hardware costs, with the expanding ‘AI’ datacenter hyperscaling having massively increased hardware costs for Codeberg over the past years, as the costs have been largely externalized. Also covered is the aspect of these LLM-based tools destroying the OSS community, which is something that is backed up by recent studies. Even if we ignore that such LLM-tools are destroying the cognitive abilities of its users, there’s an argument to be made that if LLM-scraping is disallowed, then it’s consistent to also not allow LLM-generated code. In the Terms of Use you can see these changes, both for LLMs and for cryptocurrency projects. Thanks to [mk-fg] for the tip. Credit is due to the original HackADay.com Article by Maya Posch post contents, but I would like to respond to each point here while preserving what was published on 7-24-2026. Scraping of Project Code for the use in LLMs should be forbidden If LLMs are rendering code trained on GPL-3 open-source software, then its effectively bypassing the license through intellectual property theft by directl
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Power up your AI infrastructure! A first look at the Smart Systems Stage agenda at TechCrunch Disrupt 2026
At TechCrunch Disrupt 2026, the Smart Systems Stage will be where energy, infrastructure, and technology collide, covering everything from fusion breakthroughs to the grid strain AI is putting on the entire economy.
开发者
Let the Browser Do the Math or: How I Learned to Stop Worrying and Love the DOM
submitted by /u/oalders [link] [留言]
开发者
Framework Laptop 13 Pro review: Much better battery, much worse price
Framework's latest modular laptop trades one set of problems for another.
AI 资讯
Ilya Sutskever’s Safe Superintelligence partners with Nvidia to scale its AI research
After two years in stealth, Safe Superintelligence has announced a long-term partnership with Nvidia as it prepares to scale to its next phase.
AI 资讯
Tariffs didn’t bring manufacturing jobs back to the US
Today, I’m talking with Evan Smith, who is cofounder and CEO of Altana, a company that develops software tools to manage big, messy supply chain networks around the world. We last had Evan on in early 2025 to talk about how Trump’s first few waves of tariffs were starting to affect global trade and what […]
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This is my new favorite laptop, but thanks to RAMageddon it already went up in price by $800
Framework laptops always come with compromises in exchange for their unique DIY premise. Even though you pay extra for one compared to sleeker options from competitors, it's easier to excuse minor flaws for modular ports, easy repairs, and an impressive range of upgradeable parts. So what happens when Framework goes "Pro"? We get a one-of-a-kind […]
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Samsung’s 27-inch QD-OLED gaming monitor is priced right at $299.99
The cost of QD-OLED gaming monitors is going down, even as many other PC components are still soaring above their normal prices. If your budget is locked at $300, Samsung’s 27-inch 1440p model costs exactly that much thanks to a recent $50 discount at Amazon. Finding a good QD-OLED monitor under $500 these days is […]
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SDCC 2026’s best trailers are heavy on cyberpunk and sci-fi
San Diego Comic-Con took place over the weekend, and as per usual it was full of tidbits of news across film, TV, and gaming. Marvel revealed the next Ghost Rider (Ryan Gosling) and Black Panther (David Jonsson), while we also got release dates for God of War: Laufey (February 16th) and the fourth and final […]
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Why is the Apple Watch SE 3 so much cheaper than the rest of the lineup?
The budget Apple Watch lacks some features present in other models, but their absence may not bother you.
AI 资讯
Crodo AI
Your voice-first AI assistant for macOS Discussion | Link
开发者
How lasers could help provide fuel for nuclear reactors
Outside the small town of Paducah, Kentucky, a wealth of uranium is locked away in thousands of storage cylinders filled with waste material from a now-closed nuclear enrichment facility. Lasers could help get it out. A company called Global Laser Enrichment (GLE) is looking to reprocess this old material with a new technology called laser…
科技前沿
What public health professionals can learn from anti-vaccine storytelling
Sometimes, compelling stories beat medical evidence.
开发者
Writing arenas in Rust from scratch
submitted by /u/f311a [link] [留言]
开发者
PGSimCity - How PostgreSQL Works
submitted by /u/cheerfulboy [link] [留言]
AI 资讯
Liminal
A workspace & 2nd brain for you, your agent, and your team Discussion | Link