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Secrets in AI prompts are exposed by the request, whatever the reply says. If a password is in the request your app sends, the provider receives it even when the answer never repeats it, and any log that captures request bodies keeps a…
Day 14 of Building a Polymarket Market Maker Bot with Python Your trading bot is running perfectly. It monitors BTC, ETH, SOL, and XRP markets, places orders, tracks inventory, and manages portfolio risk. Then your VPS restarts. Your…
HNSW vector search answers "which stored vectors are closest to this query" without comparing the query with every vector: it walks a layered graph of near-neighbour links and stops once its result list is full and the nearest unexplored…
MOSS-Image is OpenMOSS's 5B open-weights text-to-image model, released on October 16, 2026 under Apache-2.0. Two things make it unusual: it renders Chinese and English text inside the image, and it follows JSON layouts for where things go.…
Many websites and online stores depend on tools that their owners never log into. A scraper collects competitor prices every night. An automation pulls leads into the CRM. A plugin fetches reviews or search results. Each of those tools…
Cash is the easiest part of a gig shift to lose track of. You finish a delivery, the customer hands you a few dollars in cash, and you put it in your pocket. An hour later you stop for a coffee and pay with that same cash. By the end of…
Every PDF compressor I used wanted the file on their server. For a payslip or a passport scan that never sat right with me, so I built the alternative: 432 utilities that run entirely in the browser tab . No upload, no account, no daily…
The quickest place to check is the Dashboard of your app in Play Console, which shows your progress toward the closed testing requirement while the test runs. Treat it as a guide, not the only record: the number of people on your email…
Quick answer: A change is backwards compatible only when a client that knows nothing about it keeps working, so test it by sending the old request against the new server and confirming every old field behaves exactly as before. Add the new…
Your Pod crashed 15 times. Kubernetes restarted it 15 times. And your application is still broken. Welcome to Kubernetes. 😂 Imagine deploying an application: kubectl apply -f deployment.yaml You check the Pods: kubectl get pods And see…
On a Tuesday evening, a shop’s cart page goes blank for some customers. Dashboards are green, no alert has fired, yet the ticket’s trace shows one call that took four seconds. To work out what happened you need the anatomy of an…
A Safety Data Sheet (SDS) follows the 16-section layout defined by the GHS standard, so you can find the same information in the same place for any chemical. The 16 sections Identification (product name, supplier, CAS number is often…
Article URL: https://respawnfirst.com/before-resigning-jensen-huang-admitted-he-was-facing-an-avalanche-of-excess-wafers-and-memory-new-report-sheds-more-light-on-the-gpu-ram-crisis/ Comments URL…
Article URL: https://www.science.org/doi/10.1126/science.132.3436.1291 Comments URL: https://news.ycombinator.com/item?id=50482379 Points: 116 # Comments: 56
I've spent the last year shipping document-conversion APIs, and the single biggest lesson is this: agents don't want a toolbox, they want one tool that never misses. Early on I exposed separate endpoints for PDF, DOCX, PPTX, XLSX, EPUB…
My Shopify app hides, renames and reorders payment and shipping methods at checkout. One screen in it sets up B2B: you say who counts as a business buyer, and it writes the rules for you. This week the first store from outside my own test…
There's a whole category of AI dev tools whose output is a claim about reality: this test passes, this patch fixes it, this app is healthy. And there's one specific way that category dies. It doesn't die by being wrong sometimes.…
Promoção de VPN costuma mostrar só o preço do primeiro período. O que pesa no bolso é a renovação. Em vez de fazer na calculadora, dá pra resolver em 15 linhas de Python. Os números abaixo vêm da página de preços do NordVPN em português…
Найкоротший шлях до збитковості IT-проєкту — це «маленькі прохання», які ви робите безплатно. Спочатку це «додай одну кнопку», потім — «перероби логіку авторизації». У результаті проєкт затягується на місяці, а прибуток перетворюється на…
This is the hands-on companion to Your first playback-quality numbers, in minutes on Medium, which covers the same run for product owners. Most streaming teams read their player quality numbers in a vendor's dashboard: fixed metric…
A lot of what we "watch" is really just listening: recorded lectures, webinar replays, a podcast someone uploaded as a video, a talk from a conference stream. Keeping those as MP4 wastes space and battery, and most phones won't play a…
PrestaShop Debug Mode Writes Attacker-Controlled PHP Into Its Runtime Configuration PrestaShop's Debug mode is a development convenience in the back office. It can also change how the application writes PHP configuration. CERT/CC published…
My site scores 100 in PageSpeed Insights on mobile, and Lighthouse still lists three render-blocking requests on every page. On one run each row said 474 ms. The estimated saving for fixing all three was 50 ms. On the next run it was 0.…
It's late afternoon and an order has just come in from a returning customer. Their card is already saved from last time, but the stock check won't finish until tomorrow, so you don't want to take the money yet and you can't risk losing it…
When Gemini 4 Argon first landed in Google Antigravity a few weeks ago, I wrote about the manual workflow you had to adopt if you wanted to survive a full workday without hitting a quota wall. Because Argon was so good at architectural…
A buyer approves a supplier quote. Two weeks later, finance asks a simple question: "We paid 14.20 per unit last spring. Why are we paying 16.80 now, and who noticed?" Nobody noticed, because the system could not tell them. The product had…
Article URL: https://electrek.co/2026/11/11/europes-electric-car-sales-jump-49-as-global-ev-sales-grow/ Comments URL: https://news.ycombinator.com/item?id=50482045 Points: 20 # Comments: 4
When a column is removed from a source database or dataset, the next pipeline run usually fails, making the problem easy to detect. But when a field keeps the same name and data type but its meaning changes (known as semantic drift), the…
Before anyone films a video, shoots an ad or draws the final pages of a comic, someone usually sketches the plan as a storyboard: one picture per shot, in order, with a short note about what happens and how long it lasts. Most people…
How I built a settings file that survives the next build: 2 failing tests, 1 Custom route, 0 silent switches Ankita AI is a desktop AI assistant by Krish Verma — a little companion that lives on your desktop and gets things done while…
Every great journey begins with a single step, and my journey into the world of Software Engineering at ISEST University, Yaoundé, has been one filled with challenges, lessons, determination, and personal growth. As someone aspiring to…
I used AI tools to help draft and edit this post. I checked the facts and the wording, and the original lives at geekindata.com . The diagrams are on that page. Packaging follows ownership Key takeaways Treat medallion as meaning; treat…
GoHighLevel Free Trial | Card, Real Cost and How to Cancel In short Yes, HighLevel bills automatically at the end of the free trial unless you cancel, so plan on having a card on file. The official pricing page offers a free 14-day trial…
끝나고 나면 이런 그림이다. 내 레포에서 Claude Code가 수정 작업을 하는 동안 osFoundry 팀 세션이 그 결과를 기다린다. Claude Code는 시작 전에 read_session_mail 로 세션 메일을 읽고 팀이 부탁한 걸 챙긴다. 작업 중에는 set_status 로 어느 레포, 어느 브랜치에서 뭘 하는지 한 줄을 계속 갱신해서, 세션의 에이전트들이 볼 수 있게 한다. 중요한 지점마다…
I used AI tools to help draft and edit this post. I checked the facts and the wording, and the original lives at geekindata.com . The diagrams are on that page. Three clocks: auth, UI, and conversation Key takeaways Treat auth session, UI…
Article URL: https://status.claude.com/history Comments URL: https://news.ycombinator.com/item?id=50481220 Points: 150 # Comments: 126
Article URL: https://status.claude.com/incidents/nn11wk485zfn Comments URL: https://news.ycombinator.com/item?id=50481187 Points: 299 # Comments: 246
Article URL: https://coyotetracks.org/blog/right-amount-of-ai/ Comments URL: https://news.ycombinator.com/item?id=50480659 Points: 21 # Comments: 26
Article URL: https://motherduck.com/blog/the-data-intelligence-engineer/ Comments URL: https://news.ycombinator.com/item?id=50480480 Points: 73 # Comments: 53
Article URL: https://www.cnn.com/2026/11/12/business/live-news/microsoft-global-outage-intl-hnk Comments URL: https://news.ycombinator.com/item?id=50479098 Points: 203 # Comments: 116
Article URL: https://geekspin.co/scientists-claim-the-universe-is-twice-as-old-as-believed/ Comments URL: https://news.ycombinator.com/item?id=50478635 Points: 58 # Comments: 58
Article URL: https://www.npr.org/2026/11/10/nx-s1-6026659/average-vehicle-price-record-high Comments URL: https://news.ycombinator.com/item?id=50478622 Points: 42 # Comments: 37
Article URL: https://twitter.com/MSFT365Status/status/2121079061774491735 Comments URL: https://news.ycombinator.com/item?id=50478609 Points: 397 # Comments: 275
I'm a pharmacist in France and a nerd. I built an open source protocol based on A2A, Called PharmA2A. Why, because normally I order directly from more than hundred of suppliers, by phone mails or on the web forms. The idea is to automatise…
> paste any site or article or a script > we turn it into a Rick and Morty sketch with dialogues, scenes, action and Rick and Morty of course > click generate to turn the script into a storyboard you can review > click generate to get a…
Article URL: https://folklore.org/Switcher.html Comments URL: https://news.ycombinator.com/item?id=50477714 Points: 110 # Comments: 35
Article URL: https://github.com/anthropics/claude-code/issues/109446 Comments URL: https://news.ycombinator.com/item?id=50477704 Points: 14 # Comments: 3
Article URL: https://brave.com/blog/search-api-agentic-payments/ Comments URL: https://news.ycombinator.com/item?id=50477649 Points: 165 # Comments: 92
Article URL: https://www.economist.com/middle-east-and-africa/2026/11/12/africas-solar-revolution-is-vast-and-speedy Comments URL: https://news.ycombinator.com/item?id=50477331 Points: 96 # Comments: 30
Article URL: https://www.wired.com/story/nvidia-employees-petition-for-jensen-huangs-return/ Comments URL: https://news.ycombinator.com/item?id=50477231 Points: 688 # Comments: 534
Article URL: https://gothamist.com/news/nyc-council-passes-ban-on-surveillance-pricing-that-relies-on-personal-data Comments URL: https://news.ycombinator.com/item?id=50477155 Points: 26 # Comments: 5
Article URL: https://www.techspot.com/news/114532-chicago-schools-tell-google-they-can-live-without.html Comments URL: https://news.ycombinator.com/item?id=50476586 Points: 50 # Comments: 12
We continue to share monthly updates on the work behind GitHub’s availability and reliability. The short version of October: we added substantial independently scalable Azure capacity and removed several ways that failures could escalate.…
Article URL: https://www.law.uchicago.edu/news/senior-lecturer-richard-posner-law-and-economics-pioneer-and-former-federal-appellate-judge Comments URL: https://news.ycombinator.com/item?id=50475829 Points: 25 # Comments: 3
Article URL: https://www.economist.com/leaders/2026/11/12/why-you-should-expect-an-ai-crash Comments URL: https://news.ycombinator.com/item?id=50475735 Points: 18 # Comments: 1
Article URL: https://edge0.ai/blog/introducing-edge0-145b-frontier-ai-capabilities-on-your-own-computer Comments URL: https://news.ycombinator.com/item?id=50475713 Points: 286 # Comments: 84
How many times this week did you re-explain the same task to an agent? How many times did you ask your colleague with deep institutional knowledge how to solve a specific problem? That context shouldn’t be lost in a chat or locked in one…
Article URL: https://status.cloud.microsoft/m365/referrer=serviceStatusRedirect Comments URL: https://news.ycombinator.com/item?id=50475505 Points: 14 # Comments: 2
Article URL: https://unemploymentlabs.com/checkpoint-forensics Comments URL: https://news.ycombinator.com/item?id=50474883 Points: 251 # Comments: 68
Hey guys. I recently watched the latency reports for my local voice assistant, which show a waveform plus silero probability for voice activity. I noticed silero lags visibly on the speech off signal. There had to be a method to get this…
Article URL: https://developer.apple.com/foundation-models-framework/ Comments URL: https://news.ycombinator.com/item?id=50474361 Points: 231 # Comments: 32
Article URL: https://synthanatomy.com/2026/11/ai-is-turning-apples-app-review-process-into-a-nightmare-for-developers.html Comments URL: https://news.ycombinator.com/item?id=50474311 Points: 161 # Comments: 165
Hey HN! I'm Lakshay. Raveen and I have built Cerulion, a ROS2-compatible robotics runtime written in Rust. We've worked hard on lowering IPC transport latencies without making the single process tradeoff or forcing POD message types. These…
Article URL: https://twitter.com/charlieholtz/status/2120973052024598620 Comments URL: https://news.ycombinator.com/item?id=50473888 Points: 29 # Comments: 17
Too many websites look alike. They use familiar layouts, repeat the same patterns, and often leave little impression once you’ve moved on. Andy Clarke explores how understanding a company’s story can lead to more distinctive designs, using…
A product team at a large health insurer wants to add AI that writes the full written determination for benefits appeals specialists. The technology works as specified. However, the specialists stop using it, and the ones who keep using it…
Today, the Git project is releasing new versions to address six security vulnerabilities. These include arbitrary code execution when recursively cloning a malicious repository, writes to unintended files, and memory corruption when…
Is the technique inspired by the DRY principle by identifying and reducing (if not eliminating) CSS declaration repetition still a relevant optimization strategy? CSS Optimization: Is Using Declarations Just Once (UDJO) Still Effective…
AI coding agents such as Codex read your codebase, edit multiple files, and run commands and tests while they work through larger tasks with you. In Codex, an AGENTS.md file holds persistent instructions for a project, and config.toml…
Sending a 5 GB video file might seem simple. You select the file, click Upload, wait for the progress bar to finish, and share a link with someone. But there are several things happening in the background while the file is being uploaded.…
Things look a little different around here? I hope so because we just pushed a site redesign! Here's everything new with the 20th(!!) version of CSS-Tricks. CSS-Tricks, Version 20 originally handwritten and published with love on…
This October, GitHub saw more than 1.2 billion commits in one week—over 400% more than a year earlier. This is more commits than GitHub received in all of 2025. Chances are, you’re generating more code than you were a year ago. But ask…
PDF files are commonly used to share presentations, scripts, reports, lesson materials, comic pages, and other visual documents. But reviewing a long PDF page by page can take time, especially when someone needs to understand the overall…
Hey you wonderful RSS subscribers! We just soft-pushed a site redesign and wanted to give ya'll the first heads-up. A full write-up is coming but here are the high-level details. RSS Club: CSS-Tricks Redesign Preview originally handwritten…
A top-down action roguelite only works when combat feels sharp, rooms feel connected, and every run asks you to trade power for risk. Godot 4 has the tools for that, but most tutorials stop before those systems fit together into a game…