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If you use Google Antigravity IDE, Code-OSS, or any open-source editor, GitHub Codespaces has no native extension support. To solve this, I built and open-sourced Antigravity Codespaces Pro . Features Native Codespaces in Antigravity IDE: Connect to your cloud VMs with 1-click. Multi-Account Engine: Manage multiple GitHub accounts in parallel without CLI profile switching. Bento Cloud Hub Dashboard: Full-page visual dashboard with live container status and hard...

useOptimistic is genuinely one of the nicer additions to React for making an app feel fast, updating the UI immediately while the real request happens in the background. It's also very easy to implement in a way that only handles the success path, leaving the UI confidently showing something that never actually happened once the request fails. The Setup That Looks Complete // components/TodoItem.tsx ' use client ' ; import { useOptimistic } from ' react ...

Verification of Payee (VoP) gives every integrating PSP a similar external exchange: look up reachability, send a request, receive a result and present it before payment authorization. Yet the ownership boundary can sit in five different places. A direct participant stack maximizes control. A routing-only RVM removes network work. A full-service RVM can take on matching. A split-provider model separates roles, while an internal orchestration layer makes providers replaceable. Choose by the failu...

Architecture diagrams become unreliable when the code changes but the diagram does not. Archify approaches this problem by generating diagrams through your coding agent. The agent analyzes a repository, creates a typed JSON description of the system, and Archify validates and renders it as an interactive HTML/SVG diagram. I tested it on an unfamiliar repository to answer four practical questions: How accurately does it represent real code? Can the diagram be regenerated when the code...

Building a tennis live score tracker sounded simple at first: fetch matches, show scores, done. But as soon as I looked at the shape of real sports data, the problem became more interesting. Live feeds are often incomplete, statuses change constantly, and tournament context matters just as much as the scoreline. I wanted a small app that could surface live, upcoming, and completed tennis matches without turning into a giant data-mapping exercise. That is what led me to this project: a compact...

A deliberately strict process for preventing false completion in autonomous software development In an earlier article, I argued that the model should have to earn every agent in an agentic system. One agent is a valid answer. Every additional boundary has to justify its cost. This article starts one level lower. Assume we have selected the topology. Who gets to decide that the resulting product is actually the product we asked for? After experiencing dozens of AI-development efforts a...

AI coding tools have become extremely capable. Claude Code can understand a large codebase. Codex can execute multi-step engineering tasks. Gemini CLI can navigate repositories and implement features. Cursor, OpenCode, and the next generation of coding agents are increasingly capable of operating like autonomous engineers. But there is still a fundamental problem: AI coding tools lose context. Your repository shouldn't. That is the problem we are trying to solve with DoozCTL . ...

You land on a slick website and wonder: is this WordPress, and if so, what theme is it running? You can usually answer both in under a minute by reading a few signals the site leaves in its HTML and a couple of predictable endpoints. Here is how to do it by hand, and how to script it. The five signals that give WordPress away WordPress leaves fingerprints. Any one of these is a strong hint; two or more is near certainty. Asset paths contain /wp-content/ or /wp-includes...

The failure that taught me to stop trusting the network Yesterday a user updated an order status and the database showed the change — but downstream services never received the event. Payments and fulfillment were out of sync for hours. The root cause was simple and common: a DB-then-publish flow. We committed the DB, then published the event. A network blip (or a thread getting killed during send) produced silent divergence. If you ship events that other teams or systems depend on, the c...

Introduction For anyone entering the world of cryptocurrency and blockchain, one of the very first things to understand is the crypto wallet. Without a wallet, there is no way to send, receive, or store digital assets. Yet many beginners misunderstand what a wallet actually does, and that misunderstanding can lead to costly mistakes. This guide breaks down what crypto wallets are, the different types available, and the practical steps every user should take to keep their digital assets safe. ...

As large language models (LLMs) and AI agents make their way into enterprise data environments, the way people interact with data platforms is changing. Instead of navigating complex tools and workflows, users can describe a business goal in natural language. An agent can then understand the intent, gather the necessary context, plan the required steps, and invoke platform capabilities to carry out the task. For enterprise data platforms, however, the real challenge is not simply teaching AI ...

I Built a Modern SaaS Landing Page Template with HTML, CSS & Bootstrap 5 I recently built NovaFlow, a modern SaaS landing page template designed for developers, startups, agencies, and software businesses. The goal was to create something that looks professional out of the box while keeping the code simple enough to customize. What's included Responsive SaaS landing page HTML5 + CSS3 Bootstrap 5 Responsive layout Dark modern UI Hero section Feature sectio...

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I also made a r7rs scheme version (which lacks some things, due to portability/unfinished standard). Comments

Suppose your quantum program needs to apply a two-qubit operation between qubits 0 and 50. From the programmer's perspective, that sounds simple. You have two qubits. You have a gate that operates on

Some objects are simple, like a string, number, or boolean. You create them in one line and move on. Other objects aren't simple at all, like a carousel widget that needs an item count, an item builde

Article URL: https://github.com/meghal86/promptsonar Comments URL: https://news.ycombinator.com/item?id=49545780 Points: 1 # Comments: 0

Article URL: https://gizmodo.com/new-york-city-bans-ai-from-elementary-schools-2000806172 Comments URL: https://news.ycombinator.com/item?id=49545857 Points: 2 # Comments: 8

Article URL: https://secondthoughts.ai/p/ai-can-help-plan-a-bioweapon-building Comments URL: https://news.ycombinator.com/item?id=49545920 Points: 3 # Comments: 0

Article URL: https://bartholomew.info/ Comments URL: https://news.ycombinator.com/item?id=49545935 Points: 2 # Comments: 0

Article URL: https://pubmed.ncbi.nlm.nih.gov/40560616/ Comments URL: https://news.ycombinator.com/item?id=49546175 Points: 3 # Comments: 0

Article URL: https://gkoreli.com/which-ai-fetchers-send-which-headers Comments URL: https://news.ycombinator.com/item?id=49546499 Points: 1 # Comments: 1

Article URL: https://www.forescout.com/blog/can-ai-create-plc-attacks-yes-but-it%E2%80%99s-not-that-easy-yet/ Comments URL: https://news.ycombinator.com/item?id=49546521 Points: 1 # Comments: 0

Article URL: https://github.com/MickeyAlton33/web-designer-plugin Comments URL: https://news.ycombinator.com/item?id=49546711 Points: 1 # Comments: 0

Article URL: https://chatbotscompared.com/ Comments URL: https://news.ycombinator.com/item?id=49546783 Points: 1 # Comments: 0

Article URL: https://www.technologyreview.com/2026/09/02/1143283/the-download-ai-puzzles-alpha-centauri-mission/ Comments URL: https://news.ycombinator.com/item?id=49546786 Points: 1 # Comments: 0

Article URL: https://www.theregister.com/security/2026/09/02/ai-agents-carried-out-every-step-of-this-ransomware-attack-then-left-the-victim-an-80-page-security-audit/5294009 Comments URL: https://news.ycombinator.com/item?id=49546822 Points: 2 # Comments: 0

Article URL: https://mattbruenig.com/2026/08/31/more-thoughts-on-ai/ Comments URL: https://news.ycombinator.com/item?id=49546879 Points: 3 # Comments: 0

Article URL: https://www.war.gov/News/News-Stories/Article/Article/4588244/chatgpt-grok-added-to-war-departments-ai-system-options/ Comments URL: https://news.ycombinator.com/item?id=49547012 Points: 1 # Comments: 0