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You call an API, get back JSON, and someone non-technical asks for it "in Excel." Here are three ways to do that — pick based on whether it's a one-off or a repeatable pipeline — plus the part everyone trips on: nested objects . The sample data [ { "id" : 1 , "name" : "Ada" , "address" : { "city" : "London" , "zip" : "EC1" }, "roles" : [ "admin" , "editor" ] }, { "id" : 2 , "...

We build Bersyn, a tool that tracks which products AI models name when someone asks for a recommendation in a category. This week's scan was notification infrastructure, the API layer you reach for when your app needs to send email, SMS, push, in-app and Slack messages without building all of it yourself. The result was familiar in a way that should worry anyone building in this space. The question we tested is the one a developer actually types: "what is the best multi-channel notification A...

A few years ago, I shipped what looked like a textbook, harmless API update. The endpoint returned valid JSON. Every single local test passed with flying colors. We hit deploy, dusted off our hands, and went to grab coffee. Ten minutes later, Slack exploded. The frontend team was reporting errors across the entire app. The culprit? A seemingly minor refactor: I had changed a property named name to fullName, and dropped another field entirely because "surely nothing is using this anymore...

Filament provides a flexible theming system that lets you customize the look and feel of your admin panel. This guide covers how to create and apply custom themes for Filament v4/v5 with Tailwind CSS v4. This is an updated version of an earlier guide written for Filament v3 and Tailwind v3 . The overall approach is similar, but what the theme command generates and the CSS syntax have changed with Tailwind v4's CSS-first configuration. If you're still on Filament v3, the original guide is a...

A multi-step conversation engine that captures leads and creates CRM records automatically — no staff required. The Problem When prospective students first contact the school via WhatsApp, staff had to manually collect their details and create a record in SugarCRM by hand. Leads that arrived outside business hours were simply missed or delayed — there was no way to capture them without a person in the loop. The school was already using Twilio for outbound WhatsApp messages fro...

For the last two years, "Prompt Engineering" has been one of the hottest skills in AI. People spent countless hours optimizing prompts: Add more context. Use chain of thought. Ask the model to think step by step. Create reusable prompt templates. Entire courses, books, and careers emerged around writing the perfect prompt. But something fundamental has changed. The future isn't about writing better prompts. It's about building better loops. Prompt Engineering Assumes One ...

The Solana ecosystem moves faster than almost any other blockchain network. New liquidity pools appear every minute. Meme coins launch, pump, and collapse within hours. Arbitrage windows close in seconds. And for anyone trading manually, the harsh reality is simple: You are too slow. That’s exactly why I built my own Solana Trading Bot — a production-ready, open-source sniper bot designed for: Automated token sniping Liquidity-based filtering Mint authority verification T...

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Article URL: https://www.gardensillustrated.com/features/the-history-of-lawns Comments URL: https://news.ycombinator.com/item?id=48682066 Points: 19 # Comments: 23

Article URL: https://akrites.org/letter/ Comments URL: https://news.ycombinator.com/item?id=48682737 Points: 34 # Comments: 12

Article URL: https://old.reddit.com/r/LocalLLaMA/comments/1ufo0un/us_govt_to_individually_approve_who_gets_gpt_56/ Comments URL: https://news.ycombinator.com/item?id=48683021 Points: 56 # Comments: 40

Article URL: https://www.theregister.com/systems/2026/06/25/micron-locks-in-historically-high-memory-prices-for-five-years/5261854 Comments URL: https://news.ycombinator.com/item?id=48683041 Points: 22 # Comments: 9

Apple has dramatically jacked up the prices of MacBooks, making the current Prime Day pricing that much more enticing.

Anthropic's critics argue it's rapidly accumulating power. The company says that's what responsible AI development looks like.

In the last four months, I managed to ship nine iOS apps . That’s a pace that would have been impossible for me before AI—completing even a single app in 30 days used to be a significant stretch. But while AI has drastically accelerated the production cycle, it has introduced a new problem: AI cognitive overload. The biggest hurdle in this high-speed environment is constant context switching. Moving between nine different apps, each with its own codebase, logic, and UI patterns, while also m...

Almost every "generate a PDF" feature starts the same way. You already have HTML. You already have CSS. So you reach for the obvious move: render the page, screenshot it to PDF, ship it. Puppeteer, Playwright, wkhtmltopdf, a hosted "HTML to PDF API" — pick your flavor. In an afternoon you have an invoice coming out the other end and it looks fine. Then it goes to production. And "fine" slowly turns into a backlog of weird, hard-to-reproduce bugs. This is not an argument that HTML-to-PDF...

A year ago, "it's just a ChatGPT wrapper" was a dismissal. You'd hear it about a startup and know what it meant: an LLM API call, a little RAG, file upload, a chat box on top. Thin. Replaceable. Probably dead the next time the base model shipped a feature. I keep coming back to that phrase, because it stopped being true in a way I didn't notice happening. The thing you'd be wrapping is no longer a model with a chat UI. It's a fast, stateful web application with its own agent loop, its own s...

A String in JavaScript is a sequence of characters used to store text. let course = " JavaScript " ; 1. String length Purpose Returns the total number of characters in a string. Syntax string . length Example let company = " OpenAI " ; console . log ( company . length ); Output 6 Real-Time Example Checking passw...

🚀 Join the Omnia Community — Contributors Wanted Hello everyone, I'm building Omnia , an open-source, privacy-first productivity workspace designed to combine notes, tasks, calendars, habits, goals, reminders, and AI assistance into a single desktop application. The vision is simple: Create the productivity app we all wish existed — fast, beautiful, extensible, local-first, and truly owned by its users. Current Stack React 19 TypeScript Tauri v2 SQLite Z...

By 2026, the PDF generation API market has evolved from "can it generate" to "does it generate well, fast, and securely." There are over 20 solutions on the market, ranging from a few euros per month for lightweight APIs to enterprise-grade SDKs, with price differences exceeding 100x. This article provides a horizontal comparison of 13 mainstream PDF Generation APIs across six core dimensions — rendering quality, developer experience, performance & stability, data security, pricing, and ...

The dogfood run went green. The gate had governed zero calls. That is the agent-governance-plane's entire job: run an AI coding agent inside a sandbox, route every tool call through a Unix-domain-socket gateway, and write a signed, hash-chained journal of every allow/deny. A green run that gated nothing isn't a pass. It's a governance plane governing air. The gate that catches its own hollowness AGP's CI dogfood doesn't just check that the harness exits 0. evidence-bundle.s...

A single shared API key is fine right up until a second person uses it. intent-brain — the system, repo qmd-team-intent-kb , renamed to the intent-brain plugin v0.4.0 this day — is a team knowledge base. A Fastify HTTP API sits over a governed memory corpus. In front of that API is an MCP server named teamkb , so a teammate doesn't open a dashboard or learn an endpoint. They ask in Claude Code and get a cited answer back with qmd:// citations. That's the whole pitch: institutional memor...

Most discussions around MCP focus on tool calling. That is natural. When people first see MCP, the obvious use case is simple: Let the AI call external tools. A model can read a GitHub issue. A model can query a database. A model can update a file. A model can call an API. In that sense, MCP looks like an RPC layer for AI agents. That is useful. But I think it may not be the most important use of MCP. The more interesting use is this: MCP can distribute context,...

What is an Array? An Array is a special object in JavaScript used to store multiple values in a single variable. Instead of creating separate variables, let student1 = " John " ; let student2 = " David " ; let student3 = " Alex " ; we can use an array: let students = [ " John " , " David " , " Alex " ]; Each value inside the array is called an element , and every element has an index starting f...

Lately, it feels like my feed is completely flooded with "Become an AI/ML Engineer in 2 Hours!" crash courses and quick certificates promising a golden fast-track into machine learning roles. But let’s be completely real for a second: there are no tutorial shortcuts here. The more I dive into actual system architecture and cloud infrastructure, the more obvious it becomes: machine learning isn't a standalone magic trick. It's built entirely on rock-solid Computer Science, efficient data st...

JavaScript Array Search Methods What are Array Search Methods? Array Search Methods are used to: Find the position (index) of an element. Check whether an element exists. Retrieve an element that satisfies a condition. Find the index of an element that matches a condition. Search from the beginning or the end of an array. Common Array Search Methods Method Purpose Returns indexOf() Finds the first occurrence of a value In...