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Mozilla and Mistral Bring AI Model Choice to Firefox Smart Window Beta Users

Mozilla and Mistral AI are partnering to bring Mistral Small 4 into Firefox's Smart Window beta, giving users another selectable AI model for browsing assistance rather than placing the experience behind a single provider. Mozilla announced the plan on September 16, 2026, framing it around privacy, user control, choice, and greater competition in AI-powered browsing. The initial rollout will make Mistral Small 4 available in the Smart Window beta in the United States and Canada. In France...
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Fifteen years of the same click: what the agent era keeps rediscovering about distributed systems

On September 11, I left a comment under Tilde Thurium's post about graph engineering . Tae Kim had described the moment the term clicked: the microservices analogy turned the graph from relationships in a knowledge graph into an agent's control flow, something you can inspect. I replied : Same click here, on several subjects lately. Fifteen years of systems architecture, and I still catch myself arriving, after a day of thinking, at something that was a reflex in microservices four y...
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AI Agents That Pay for Compute: The x402 Payment Protocol Revolution

AI Agents That Pay for Compute: The x402 Payment Protocol Revolution AI agents will need to pay for compute, data, and API calls β€” and the infrastructure to make that happen exists today. The x402 HTTP payment protocol, combined with autonomous wallet infrastructure, closes the loop between agents that consume resources and the economic systems that price those resources. This isn't a roadmap item. It's running code you can deploy this afternoon. The Problem with Agent Economics ...
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How do you optimize AI latency for mission-critical, real-time enterprise applications?

Detail architectural latency optimization strategies: 'I address real-time AI latency through a multi-tier optimization strategy. I deploy semantic caching to instantly serve answers for recurring queries, implement streaming responses to reduce perceived wait times, and route time-sensitive tasks to smaller, hardware-accelerated local models. For global applications, regional edge deployment reduces network round-trip delays.' Example: A global ride-sharing platform optimized its routing AI usi...
Consolidating 50+ Websites Onto One Stack
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Consolidating 50+ Websites Onto One Stack

The client buys shops, and every shop comes with a website The client is a retail group with a large number of locations. Part of what they sell is bought in the shop. Part is a service delivered on site, by appointment. The catalogue splits into two segments, a luxury one and an everyday one. They grow by acquisition. They buy small independent retailers and bring them into the group. Some keep their own brand, some are moved onto the group’s. It depends on how the deal was made. ...
HackerNews

Learning Programming in an Age of LLMs

Article URL: https://blog.ploeh.dk/2026/09/16/on-learning-programming-in-an-age-of-llms/ Comments URL: https://news.ycombinator.com/item?id=49723873 Points: 81 # Comments: 50
HackerNews

Salesforce Global Outage

Article URL: https://status.salesforce.com/products/all Comments URL: https://news.ycombinator.com/item?id=49724488 Points: 56 # Comments: 34
HackerNews

Devastated father says his 9-year-old son spent $118,000 on YouTube ads

Article URL: https://www.tomshardware.com/video-games/devastated-father-says-his-9-year-old-son-spent-usd118-000-on-youtube-ad-campaigns-for-his-minecraft-channel-using-a-company-credit-card-bill-racked-up-in-just-three-weeks-was-supposed-to-be-one-usd20-promotion Comments URL: https://news.ycombinator.com/item?id=49724849 Points: 14 # Comments: 12
billboard.js 4.1.0: Live resizing, configurable subchart, React subpath & CSP-safe worker
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billboard.js 4.1.0: Live resizing, configurable subchart, React subpath & CSP-safe worker

Glad to announce billboard.js v4.1.0! πŸŽ‰ This minor release is about giving back control over things that used to be fixed: how the chart behaves while its container is being dragged, what the subchart overview renders, and where the Web Worker source comes from. The React component also moved into the main package as a subpath export. For the detailed release info, please check out the release note: https://github.com/naver/billboard.js/releases/tag/4.1.0 https://github.com/nav...
DepthWizard: Turning a Single Photo Into a Flyable 3D World
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DepthWizard: Turning a Single Photo Into a Flyable 3D World

This is a submission for the MLH x DEV Writing Challenge What I Built DepthWizard takes a single 2D image and turns it into an interactive 3D flythrough. The idea came out of a specific frustration: real elevation data is locked behind LiDAR, stereo imagery, or photogrammetry pipelines that are expensive, slow, and hard to deploy fast - right when you need them most, like disaster response, rapid terrain surveys, or infrastructure planning in places nobody has already mapped i...
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There Is No Repro for a Phone Call

Every other part of my stack comes with a safety net I never asked for. TypeScript refuses to compile. A test goes red. A pull request makes somebody ask why I touched that line. Then there is the prompt. A client sends a note saying the agent came across as a bit pushy on that last call. I open the prompt, soften one sentence, hit publish. No build. No diff. No test suite. The next caller gets the new behaviour immediately, in every branch of the conversation, including the four branches ...
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Zero Failures and Zero Tests Look the Same

The build is green. It has been green all week. That is the part you should have found suspicious. Somebody renamed a directory in a tidy-up commit nine days ago. The runner matches files by pattern. The pattern no longer matches. Two hundred tests stopped being collected. Nothing failed, because nothing ran. A test suite reports failures. It does not report absence. Zero of two hundred passing and zero of zero passing produce the same colour, the same tick,...
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CVE-2026-42167: ProFTPD mod_sql RCE and How to Analyze the Exploit-DB PoC

A public exploit for CVE-2026-42167, a ProFTPD mod_sql vulnerability, is now available on Exploit-DB. The vulnerability has a CVSS v3.1 score of 8.1, and Exploit-DB published EDB-ID 52658 on August 25, 2026. But the interesting part isn't simply that a working PoC exists. The real question is: What does this exploit actually tell us about a target, and how do we determine whether the vulnerability is relevant to that specific environment? That's how I approach public exploi...
Color Picker
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Color Picker

Introducing Aniflare Color Picker: Grab Any Color in One Click As developers and designers, we constantly need to pull exact color codes from images, mockups, or websites. To make this workflow faster, I built a lightweight, browser-based color picker tool. Key Features: One-Click Sampling: Drop an image or paste a URL to extract colors instantly. Format Support: Supports HEX, RGB, and HSL color formats. Privacy First: Your images stay completely on your local ...
I Built CodeJal: A Free Android App for Daily Coding Practice, from Beginner to Advanced
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I Built CodeJal: A Free Android App for Daily Coding Practice, from Beginner to Advanced

When I was learning to code, I noticed something that bothered me. A lot of programming resources seemed to assume that you already knew what you were doing. Forums could be difficult to navigate as a beginner, while many coding platforms were heavily focused on interview preparation and competitive programming. I wanted to build something simpler. Something where you could open an app, practice for a few minutes every day, and gradually become more comfortable with programming. So ...
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Somebody Wrote It Down Properly and You Never Looked

You have a question about how something works. You search, you open three articles, two of them turn out to be the same article, one is four years old, and you assemble an answer out of the overlap. Then you move on, quietly unsure. Meanwhile the people who built the thing wrote a document that answers your exact question, and it is shorter than the articles were. Going to the primary source is a habit hardly anyone builds, and it separates people faster than any framework you could pick u...
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The debug copy of our service was taking one request in three

A colleague opened our staging admin tool to check something unrelated and found a real customer's order in it, placed forty minutes earlier, with a real card reference on it. For nineteen days about a third of our checkout writes had gone into the staging database. Three weeks before, an engineer had needed to reproduce a bug against staging data. He copied the checkout manifest, renamed the Deployment to checkout-debug, pointed it at the staging config map, and applied it in the production ...
Password Strength + Crack Time Estimators
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Password Strength + Crack Time Estimators

This password strength calculator provides a quick educational estimate of how difficult a sample password may be to crack using brute force. It analyzes password length, character variety, estimated entropy, and several attacker hardware scenarios to show how small changes can greatly affect theoretical crack time. The results are simplified estimates, not a guarantee of real-world security. For your privacy, do not enter an actual password you use anywhere; test a fictional example with simila...
Stateful vs. Stateless Frontends: Designing a Food Delivery App One State at a Time
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Stateful vs. Stateless Frontends: Designing a Food Delivery App One State at a Time

When we hear the words stateful and stateless , many of us first think about backend systems. Stateless APIs. Sticky sessions. Redis. Horizontal scaling. But the same distinction becomes just as important in frontend applicationsβ€”especially after the product grows beyond a few pages and a couple of API calls. Imagine opening a food delivery application like Snappfood. You choose an address. Search for a restaurant. Apply a filter. Open a menu. Add food to your basket. Cha...
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I turned GitHub profiles into roastable RPG characters

I built a weekend project: enter a GitHub username, and it turns the public activity into an RPG character. You get a class, a level, letter grades across Backend / Frontend / Database / DevOps / ML / System Design / Algorithms , legendary traits, and a fatal weakness it roasts you for. The grades aren't random β€” they come from your actual repos : languages, topics, stars, account age, activity. So it lands uncomfortably close. Example β€” Linus Torvalds shows up as a "Linux Kernel Ar...