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GitHub Pck3r: C++ Package Manager for Windows Pck3r is a modern package manager for Windows 10 x64, implemented in C++ for performance and modularity. It helps users manage software installations with MSI/EXE installers on Windows. Pck3r makes installing, downloading, and managing software easier with a clear interface and straightforward commands. Requirements Windows 10 x64 g++ compiler (MinGW or similar) Setup Compile the project using ...

A chain answers only for what arrived Take a plain audit log. Each entry has a sequence number, a payload, and the hash of the previous entry. Entry one has no predecessor. Entry two embeds the hash of entry one, entry three embeds the hash of entry two, and the rest repeat the pattern. A verifier holding entries one through seven can recompute every hash edge. If entry four changed, entry five no longer points at it. If entry three vanished while four through seven remain, the numbering ...

Building DreamHome: A Modern Real Estate Platform with the MERN Stack By Dhrumil Gajjar — Full-Stack MERN Developer based in Gandhinagar, Gujarat The Problem Real estate platforms often force users into a frustrating choice: either browse a long, unfiltered list of properties, or wrestle with clunky search tools that don't match how people actually look for a home. I wanted to build something that felt closer to how a good real estate agent works — letting users narrow d...

Why We Need to Schedule Post-Quantum Cryptography Around the Weather The security industry is undergoing one of the largest migrations in history: moving from classical cryptography (RSA/ECC) to Post-Quantum Cryptography (PQC) . While algorithms like ML-KEM (FIPS 203) are quantum-resistant, they have a hidden cost: they are CPU-intensive . Compared to classical algorithms, key generation, signing, and verification consume significantly more compute. More compute = more electricity....

Python 3.15 has reached Release Candidate 1, and the final release is expected on October 1, 2026. I went through the changes and tried to summarize the ones that seem most relevant for everyday Python development without going through all the PEP numbers. Faster startup with lazy imports Python 3.15 introduces lazy imports, which means some modules can be loaded only when they are actually needed instead of being loaded immediately. This could help applications and CLI tools t...

I gave two AI models the same 200 pieces of code, the same prompt, the same question. One of them removed 51% of the false alarms. The other removed only 20% of the false alarms — and confirmed 90% of everything it was shown. Same inputs. Same instructions. A 2.5× difference in the only thing I was measuring. The model that failed isn't a bad model. It's a well-regarded commercial model from a frontier lab. It failed at this task for a specific, predictable reason: I told it that a s...

A table with 200 rows and 5 action icons per row. That’s 1,000 inline SVGs dropped into your HTML. When does that start to impact your performance? By default, Rails Icons renders each icon as a full <svg> element. Fine for a handful of icons. But at scale, it adds up. I built a simple benchmark to measure exactly how much (feel free to fork and improve ❤️). Two pages, identical layout, 1,000 icons each. One uses inline SVGs you use and love. The other uses an SVG sprite you will...

Imagine I give you a whole pizza and say: “Eat it.” You look at it and think, Sure, I can eat it. But now imagine I give you the same pizza without cutting it. Can you eat it comfortably? Not really. You would probably cut it into smaller pieces first. And that is exactly what we do with large documents before giving them to an AI system. A 200-page PDF, a 50,000-line documentation file, or a huge company knowledge base is useful to us as a complete document. ...

AI agents are the biggest shift in how we build software since the API. For years we wrote programs that did exactly what we told them, step by step. An AI agent is different: you give it a goal, a set of tools, and the freedom to decide how to reach that goal. It plans, acts, observes the result, and tries again until the job is done. This guide breaks down what an AI agent actually is, how one works under the hood, and how to build a reliable one without getting burned. From Chatbo...

Bonus Content this week! Before we get into today’s topic, check out this video I did for my friends over at the DevOps Society ! Next week, Season 6 of The Adventures of Blink kicks off. This season's build is a continuation of what we've been talking about for the past few weeks. We talked about the "Why". We talked about the "How". Now it's time for the "What". Our mission: Getting our Hands Dirty with Compliance and Governance. It's easy to create a blog and wr...

Replace brittle string parsing with schema-enforced validation and self-healing repair layers. The Bottleneck in Production Most LLM pipelines don't break because the model generated bad logic. They break because the model violated your backend's JSON parsing contract. When running LLMs in production services, you will inevitably hit: Trailing commas, missing closing brackets, and unescaped quotes. Truncated strings caused by token limit exhaustion. Safety refusals t...

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Article URL: https://imgveo.com Comments URL: https://news.ycombinator.com/item?id=49461789 Points: 1 # Comments: 1

Article URL: https://www.gateonai.com/ Comments URL: https://news.ycombinator.com/item?id=49461854 Points: 1 # Comments: 0

Article URL: https://developer.nvidia.com/blog/nvidia-nvlink-fusion-brings-nvhbm-to-next-generation-ai-infrastructure/ Comments URL: https://news.ycombinator.com/item?id=49461909 Points: 1 # Comments: 0

Article URL: https://github.com/langchain-ai/deepagents Comments URL: https://news.ycombinator.com/item?id=49461911 Points: 1 # Comments: 0

Article URL: https://old.reddit.com/r/cscareerquestions/comments/1vi1i7m/my_entire_software_development_workflow_is_ai_now/ Comments URL: https://news.ycombinator.com/item?id=49461965 Points: 15 # Comments: 9

Article URL: https://wirescreen.ai/briefings/china-ai Comments URL: https://news.ycombinator.com/item?id=49462019 Points: 3 # Comments: 0

Article URL: https://www.theregister.com/networks/2026/08/27/you-could-own-aislop-if-applicant-for-new-global-top-level-domains-get-their-way/5292831 Comments URL: https://news.ycombinator.com/item?id=49462078 Points: 3 # Comments: 0

Article URL: https://www.cjr.org/analysis/should-the-press-run-toward-ai-tom-rosenstiel-new-book-next-journalism-how-press-must-change-serve-democracy.php Comments URL: https://news.ycombinator.com/item?id=49462305 Points: 1 # Comments: 0

Article URL: https://www.ycombinator.com/companies/conveo/jobs/dAcZSPS-senior-product-engineer-220k-300k-equity-nyc Comments URL: https://news.ycombinator.com/item?id=49462323 Points: 1 # Comments: 0

Article URL: https://www.theverge.com/ai-artificial-intelligence/985385/openais-rogue-ai-model-hugging-face-cybersecurity-incident-reports-metr Comments URL: https://news.ycombinator.com/item?id=49462329 Points: 4 # Comments: 2

Article URL: https://bindago.com/features/ai-personalisation Comments URL: https://news.ycombinator.com/item?id=49462478 Points: 2 # Comments: 0

Article URL: https://openrating.io/blog/current-state-of-ai-chips Comments URL: https://news.ycombinator.com/item?id=49462516 Points: 1 # Comments: 0

Article URL: https://www.youtube.com/watch?v=tBjgCj_dGZM Comments URL: https://news.ycombinator.com/item?id=49462661 Points: 1 # Comments: 0