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Optiak, a startup building what it calls a modular operating system for enterprise AI, has come out of stealth with a €4m pre-seed round, about $4.7m, led by Market One Capital, Next Tier Ventures, EA Ventures Plug and Play EMEA Fund and Mission. The company, the founders say, is trying to solve a p
When the US government ordered Anthropic to cut foreign access to its most capable models, and the company switched them off worldwide rather than try to comply selectively, it handed every advocate of home-grown AI a tidy piece of evidence. Sung Kim, chief executive of the South Korean startup Upst
Alibaba has revealed its first suite of AI models for robots, a move that says as much about where Chinese technology is heading as about the models themselves. The launch came as the industry pivots away from chatbots and towards agents, the systems meant to carry out complex tasks rather than just
Florida has sued TikTok, accusing the app of breaking the state’s law restricting minors’ access to social media and of misleading parents about what their children would find there. Attorney General James Uthmeier announced the suit on 15 June, filing it in St. Lucie County Circuit Court. The compl
DeepSeek, the Chinese AI lab that unsettled the industry with a cheap, capable model last year, has closed its first round of outside funding, raising roughly 50 billion yuan, about $7bn, in a deal whose structure is as notable as its size. The valuation lands between $52bn and $59bn, according to R
Samsung released the stable One UI 8.5 update for the Galaxy A16 5G last month, and it has now begun testing the Android 17-based One UI 9 for the smartphone. [#InlinePriceWidget,13346,1#] The One UI 9 build for the Galaxy A16 5G spotted on Samsung's server has firmware version A166BXXU8EZF1 and is
I added a preflight gate to an iOS + watchOS app build this week because the build script had a small but annoying property: it mutated the repo before it proved the repo was safe to build. The script stamps CFBundleVersion with a timestamp before generating the Xcode project and archiving for TestF
The most expensive mistake of my career wasn't a line of code; it was a "yes." Years ago, early in my career, when someone said on a project, "We need to learn this new framework, it's very popular," I said "yes" without hesitation. That "yes" led to weeks of nightmares, missed deadlines, and a gene
The most expensive mistake in enterprise AI right now is fine-tuning when retrieval is the actual answer. The Decision That Costs More Than It Should What RAG Actually Fixes The Question That Reveals the Right Answer When Fine-Tuning Actually Makes Sense The Faster Path to Production For teams evalu
Search engines like Shodan and Censys are great, but they show you an index — data collected on their schedule, which can be hours, days, or weeks old. Sometimes you don't want the last snapshot. You want to know what's open right now. That's the gap ScanSearch fills: instead of querying a pre-built
👋Hey fellow Angular Addict This is the 50th issue of the Angular Addicts Newsletter, a monthly collection of carefully selected Angular resources that caught my attention. (Here are the 49th, 48th and 47th) What's new in Angular 22.0? By Cédric Exbrayat Road to Angular 22: Debounce Signal By Davide
Tavern encaja muy bien si tu equipo ya vive en pytest: instalas el plugin, escribes pruebas de API en YAML y las ejecutas con el mismo comando que usas para tus tests de Python. El problema aparece cuando esos archivos crecen: login, tokens, recursos encadenados, validaciones de respuesta y variable
Managed platforms are wonderful until the invoice arrives. For most side This is the setup I use on every box, written out so you can copy it. By the Nothing here is exotic. It is the boring, reliable version, which is exactly One server, one app, one database. On purpose. Simple enough to read top
Here is your Medium post, fully written in publication-ready markdown: A 19-year-old developer from Bangladesh. No funding. No team. Just free tools, free APIs, and stubbornness. I'm Simanta. I built Codino — a Python learning app with an offline IDE, AI tutor, Jupyter-style notebook, gamification,
Launching the workspace (jupyter) does not work. What to do about it? 1 post - 1 participant Read full topic
I've been a mobile gamer for years. Not hardcore — just someone who picks up their phone on a commute, during a lunch break, or at the end of a long day and wants something that actually feels good to play. The problem is, almost everything in the puzzle game category is the same. A thin mechanic wr
Tavern إضافة مفيدة لـ pytest: تكتب اختبار API في ملف YAML، ثم تشغّله كاختبار pytest عادي. إذا كان فريقك يستخدم Python يوميًا، فهذا يعني أنك تحصل على fixtures، وplugins، وpytest-xdist، والتقارير، ونفس أوامر CI التي تستخدمها بالفعل. جرّب Apidog اليوم لكن المشكلة تبدأ عندما يكبر ملف YAML. اختبار بسيط ي
The detector said I cheated. I wrote every word myself. That's the opening line of a Reddit post from a public health student at the University at Buffalo. He submitted an assignment he completed entirely on his own — no ChatGPT, no Claude, no Copilot. Turnitin's AI detector flagged it as "likely AI
Stack Overflow has announced Stack Overflow for Agents, a beta API-first knowledge exchange aimed at AI coding agents rather than human developers. The service is presented as a way to close what the company calls the Ephemeral Intelligence Gap, where agents repeatedly rediscover the same fixes and
Your pipeline fetched 10 chunks. Your LLM saw 3. You set TOP_K=10 on your vector store. Ten candidate chunks means more signal for the model — that's the logic. Then you run npx ragscope and the audit prints: WARN 51/100 █████░░░░░ my-rag-service │ "what are the pricing tiers?" │ │ ✗ precision 30 ██
