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Novelists, journalists, and power LinkedIn posters are embracing first-person narratives and idiosyncrasies to avoid being mistaken for chat bots.

If your router is short on ports, you can add more with one of the best Ethernet switches. These are my top picks from what I’ve tested.

With Apple Upgrade, the company is making it easier to pay for its products in monthly installments. Critics call it the “financialization of the affordability crisis.”

Thanks to the surge in local AI processing and the ongoing memory shortage, it’s incredibly difficult to buy a Mac Mini.

For the frequent flier who treats the Delta Sky Club like their second home.

After the recent Xbox outage even blocked people from playing offline disc-based console games, Microsoft is trying to soothe concerns that you don't truly own anything under Xbox's license system. In a statement to The Verge, Xbox technology chief Scott Van Vliet says that while physical game discs are subject to licensing inspections, that shouldn't […]

Earlier this month, OpenAI gave several of its AI models a task: complete a test designed to measure their cybersecurity capabilities. It put the systems in a sandboxed environment without an internet connection and set them off to work. What happened next is almost laughably silly - but also, as Adam Gleave, cofounder and CEO […]

The AI agent that escaped from OpenAI and hacked developer platform Hugging Face attacked other companies as well, OpenAI revealed on Tuesday. The update substantially widens the scope of an already concerning incident, which has alarmed industry insiders and fueled growing calls for stronger oversight on frontier AI systems. In an update to a blog […]

Pangram has raised $9 million to scale its AI detection software. The startup has also released a new AI text detection model, Pangram 4, and an AI image detection model in research preview.

Aluminum production has saddled the world with billions of tons of caustic waste. One startup has a plan to clean it up and turn a profit.

In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Problem Agent A: ✅ Success Agent B: ❌ Timeout (depends on A) Agent C: ❌ Skipped (depends on B) Agent D: ❌ Partial data (depends on C) One timeout propagates through the entire pipeline. Without recovery, your system is fragile. Our Recovery Strategy AgentForge implements 3 recovery layers: ...

Why Build One? Whether you are building a modern CMS, an in-browser markdown editor, or a custom blogging platform, real-time text analysis is a fundamental utility. While a basic word count might seem simple at first glance, accurately handling edge cases such as non-standard whitespace, multi-line line breaks, symbols, and reading time estimates requires a firm understanding of string manipulation and performance optimization in JavaScript. In this guide, we will build a performant, depen...

A Next.js application can feel fast during development and still become painfully slow after deployment. Local development usually runs with a small database, almost no network latency, limited traffic, and cached browser resources. Production introduces larger datasets, real users, third-party scripts, slower devices, remote services, and more complex rendering paths. The framework already provides Server Components, code splitting, image optimization, caching, prefetching, and streaming....

Hey everyone! 👋 If you work in IT and constantly deal with APIs or data analytics, you've probably had to convert a complex JSON file into a CSV. Most JSON-to-CSV converters choke on nested data. You drop in an API response with embedded objects and arrays, and you get either a broken CSV or [object Object] in every cell. 🤦‍♂️ I got tired of this and built JSONCSV.tools — a zero-backend converter that flattens deeply nested JSON into clean, spreadsheet-ready CSV. Here's how it wo...

From text you wrote to instructions a CPU runs. A compiler is a translator with several passes. It reads your source, checks it makes sense, and lowers it step by step into machine code — optimizing along the way. The classic phases Lexing. Break the source into tokens: keywords, identifiers, literals. Parsing. Assemble tokens into an abstract syntax tree following the grammar. Semantic analysis. Type-check, resolve names, catch misuse. IR. Lower the tree ...

How many times have you installed a massive routing framework just to parse a query parameter or generate a breadcrumb trail? In lightweight React applications, embedding heavy-weight navigation packages just to read from window.location feels like overkill. Yet, writing your own state listeners to safely track dynamic changes—especially programmatic updates via history.pushState —is surprisingly complex and error-prone. That is why we just introduced the useURL hook in the react-ho...

A common mistake is treating social comments like a public bulletin board: post something, skim replies when there’s time, and react ad hoc. That works only until the volume increases, the tone shifts, or a real issue shows up. A better mental model is to treat the comment section like an always-on, public support queue with a community layer on top. It’s where people validate your product, ask pre-sales questions, report bugs, and sometimes test your boundaries. If your team builds software,...

Part 1 of 3 — building and testing MCP agents "Agent" has become one of those words that means everything and nothing. So let's ground it. On its own, a large language model does one thing: it turns text into text. Ask it a question, it predicts an answer. It can't look anything up, check a fact against a live system, or take an action in the world. Everything it "knows" is frozen at training time. An agent changes that by wiring the model into a loop with tools. Give it a set of funct...

Part 3 of Angular in Production series When an Angular application is samll, change detection is something most developers rarely think about. And honestly, that's usually fine; the framework does its job, you update some data and Angular updates the view, the application feels responsive but the problem appears later. The applicate grows and there are more components added, more state shared, more services appear and more complex screens introduced. Suddenly, interactions that used to feel ...

A deterministic infrastructure collector sounds straightforward: authenticate, call the API, normalize the response, and write JSON. Enterprise APIs quickly make that model more complicated. While building the v0.1.0 OSIRIS JSON Producer for HPE Aruba Networking Central , we had to account for different pagination models, inconsistent response envelopes, stack-specific query behavior, more than one authentication flow and probably found a bug in the Aruba Central API access point endpoint...

ElevenLabs has expanded ElevenAgents' omnichannel deployment options, enabling a single agent to operate across phone, web, WhatsApp, SMS, Telegram and Slack while also supporting ticketing and email workflows through Zendesk, Intercom and Freshdesk. The update gives businesses a broader way to deploy AI agents where customers already communicate, rather than treating each support surface as a separate implementation. The central change is not simply a longer integration list. ElevenLabs po...

Implementing RAG Row-Level Security for Multi-Tenant AI As enterprises increasingly adopt AI solutions, ensuring data security and compliance has never been more critical. RAG (Retrieval-Augmented Generation) architecture offers a powerful framework for multi-tenant systems, allowing organizations to implement row-level security efficiently. This guide will provide practical steps and frameworks for CTOs, CISOs, AI program leaders, and enterprise architects to secure their AI applications wh...

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Article URL: https://micrologics.org/blog/sqlite-in-production-optimizing-wal-mode-concurrency-and-vfs-layers-for-low-latency-app-servers Comments URL: https://news.ycombinator.com/item?id=49094346 Points: 96 # Comments: 38

Just launched my app, VimGolf.ai! As users complete the levels on the map, I introduce progressively more complicated concepts — it’s aimed at people who have never used Vim. Any feedback would be much appreciated! Comments URL: https://news.ycombinator.com/item?id=49095143 Points: 12 # Comments: 5