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Technology, models, startups, and research — aggregated from OpenAI, Anthropic, TechCrunch, arXiv, AWS, and 40+ sources.
Tools, prompts, and guides to go with the news.
How a read-only MCP layer lets AI assistants query your Payneteasy backoffice without ever moving money or touching PCI cardholder data. What MCP is — in plain words The Model Context Protocol (MCP)…
Open Source Low Tech Introduction Open Source Low Tech represents a fascinating convergence of two seemingly contradictory concepts: the collaborative, transparent nature of open source development…
https://vgen.co/xem-tay-anh-giu-mot-vi-sao https://vgen.co/xem-lau-the-odyssey https://vgen.co/xem-lau-spider-man-4 https://vgen.co/xem-lau-the-end-of-oak-street https://vgen.co/xem-lau-soi-chi-do…
Why Businesses Need Rail Freight Solutions The increased shipping volumes throughout North America call for a transportation plan that takes into account all three key elements of your supply chain:…
OpenAI usage page, check spend. Anthropic console, check spend. Add it up in my head. Close both tabs, annoyed before writing a single line of code. Every new project meant repeating it: new account,…
After a marathon 48 hours of coding, the winners of the AI Engineer World's Fair Hackathon have been announced. In third place — winning $1,000 in cash, a further $1,000 in MiniMax credits, $5,000 in…
When I built AskS1.com — a tool that lets you ask questions about the SpaceX S-1 filing and get cited answers — I spent a lot of time thinking about retrieval. How do you find the right chunks of…
I Ran My Freelance Work Through 4 Chinese LLMs — Here's the Damage Last month I made a decision that probably saved me hundreds of dollars and definitely gave me a headache: I routed all my client…
AI generated content has become a normal part of software development, technical writing, education, marketing, and business operations. As organizations adopt generative AI, they also want reliable…
The safety check that is supposed to stop an AI coding agent from running a dangerous command can be walked straight past using a shell trick that has been public for decades. New research from…
Researchers show that modern optimizers can handle delayed gradients at scale, unlocking faster LLM training without synchronization overhead. A fundamental inefficiency in training massive language…
The platform now displays comprehensive benchmark results across all model cards, making AI performance comparisons more accessible to developers. Hugging Face has rolled out a significant upgrade to…
I ran three AI coders in parallel last week, each on its own file. Three pull requests came back in minutes. Then I checked the bill. It had barely moved. We'd expected running several AI agents at…
Everyone is wiring LLMs into checkout flows right now. I want to make the unpopular case that for the decisions which actually move money - tax, discounts, eligibility, pricing - the model should…
The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees who never sleep, never take holidays, and…
AI Coding Agent Defense: Securing Claude Code, GitHub Copilot CLI, Repos, Secrets, and Runtime Control 🛡️ Need implementation, not just insights? Let’s build it securely, strategically, and…
AI Insights: .self – A New Top‑Level Domain Designed to Support Self‑Hosting In a world where cloud providers are increasingly monetizing data access and forcing developers into long‑term contracts,…
I recently managed to get my hands on Browserbase. The platform that allows you to start a session with browser and get to extract data, manipulate browser for certain actions and build apps based on…
Two years ago, I was grinding through Upwork proposals at 11 p.m., trying to land another $200 gig writing a roundup post about SaaS tools. I'd bill per article — usually $150 to $300 depending on…
Recently I ran productize.life through a tool called isitagentready.com. It scans how ready your site is for AI agents to actually use, and the result was blunt and useful: the standard endpoints an…
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