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It happened during a quiet afternoon at the community library. I was deep in a focused work session when my phone decided it was the perfect moment to blast a loud, jarring ringtone. Every head in the room turned toward me. The embarrassment was immediate and sharp. I had forgotten to silence my device after leaving a noisy cafe, and that one oversight destroyed my flow and disrupted everyone else. Standing there, frantically tapping my screen to kill the sound, I realized my phone wasn't actual...

TL;DR: "Claude can't draw" is a budget problem, not a capability problem. codex-bridge (MIT) is a Claude Code plugin that routes image generation (gpt-image-2) and five GPT-5 subagents through the Codex CLI login you already have — billing against your ChatGPT plan instead of a second API key. I have not tested or run it; this is a source-reading review. How it works. Two bash wrappers shell out to codex exec , Codex CLI's non-interactive mode, with your existing codex login (both scrip...

Your AI agent passes every test. It handles edge cases. You demo it to your team and everyone nods. Then you deploy it. And it breaks. Not a little. Catastrophically. The kind of break where you stare at logs for three hours wondering what went wrong, only to discover your RAG pipeline silently returned the wrong chunk 40% of the time. You're not alone. RAND Corporation found that 80-90% of AI agent projects never reach production . That's twice the failure rate of non-AI IT projects. ...

In this tutorial, I'll show you how to add the modern text animations shown in the cover video to your website using SplitFX , a JavaScript plugin for splitting and animating text. You'll learn how to create a sequential hero heading and animate section titles as they enter the viewport with just a few lines of JavaScript. 🔗 Live Demo & More Examples: Explore SplitFX Demo Projects 1. Install SplitFX Option A: Via npm npm install @tanglat/splitf...

BrawlerStats started with a simple question: if a Brawl Stars profile is public, why is it still difficult to understand how a player is progressing over time? I built BrawlerStats as a free, no-login companion for public Brawl Stars data. You can search a public player tag, review trophies and brawler progress, inspect recent tracked battles, open public club rosters, and create daily trophy races between players. The stack The frontend is intentionally lightweight: HTML, C...

Adding full-text search to Postgres is a two-line migration. Running it in production without surprises is not. The GIN index that makes search fast also adds write amplification and a background cleanup process that can quietly fall behind under a heavy insert rate, and "relevance" that looked fine on your laptop can drift the day someone changes a dictionary. Before you decide Postgres search is or isn't enough, you need evidence — a load test against your real write rate and a relevance contr...

AI Agents Are Distributed Systems in Disguise: The Advanced Mathematics, Color Architecture, and Engineering of Production Agentic Systems Let’s skip the surface-level marketing hype. We’ve all seen basic terminal demos: an LLM receives a prompt, calls a search tool, executes a shell script, and someone tweets about "AGI". Then you attempt to deploy that architecture to handle real production workloads. Three hours in, your agent gets trapped in a 35-step infinite retry loop, hallucina...

Hace un año arranqué un piloto, con el respaldo de la empresa, para construir herramientas autónomas de IA sobre el trabajo de desarrollo. Un año después, dos desarrolladores del equipo entregaron el doble de los puntos que habían comprometido en un sprint — y el aumento no dependió de su seniority. Entre esas dos cosas hubo un fracaso completo. Empiezo por ahí, porque es la parte que nadie cuenta. El piloto que se depreciaba solo Usé lo que se usaba entonces: orquestadores...

In the Infrastructure Lifecycle Management we can identify the functions of: Provisioning and Decommissioning. Both are orchestrated through the application of Infrastructure as Code (IaC) principles, ensuring that the entire asset lifecycle, from initial resource creation/configuration to the secure, verifiable removal of all components, is managed with consistency, auditability, and minimal operational overhead. I. Core Concepts and Objectives Feature Provisioning...

Credential stuffing is the most boring attack in the world, which is exactly why it works. There's no exploit, no injection, no clever bypass. Someone bought a list of a few million email/password pairs from an unrelated breach, and now a botnet is quietly replaying them against your login form at a few requests per second per IP, spread across ten thousand IPs. Every single request is a valid, well-formed login attempt . That's the whole problem. I want to talk about why the usual defenses ...

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Article URL: https://feld.com/archives/2026/08/ai-writing-2400-years-old/ Comments URL: https://news.ycombinator.com/item?id=49235369 Points: 2 # Comments: 2

Article URL: https://www.bloomberg.com/news/features/2026-08-06/ai-sk-hynix-samsung-rewire-south-korea-s-careers-dating-and-culture Comments URL: https://news.ycombinator.com/item?id=49235492 Points: 4 # Comments: 0

Article URL: https://codreo.az/products/codreo-ai-mail/ Comments URL: https://news.ycombinator.com/item?id=49235703 Points: 2 # Comments: 0

Article URL: https://mastodon.neilzone.co.uk/@neil/117061512483182546 Comments URL: https://news.ycombinator.com/item?id=49235836 Points: 48 # Comments: 16

Article URL: https://github.com/kabirnarang39/wardline Comments URL: https://news.ycombinator.com/item?id=49235863 Points: 2 # Comments: 0

I didn't want to buy a standalone computer or repurpose a laptop to run constantly so I could maintain a system to sync my LLMs, so I built this. It's a simple overview of my system, laid out in a way easy to unpack and replicate for yourself. The project is meant to be configured individually, and uniquely, since one solution might not be what's best for another. If anything, maybe it gives you some ideas on how to implement things for your own project. Best wishes, Ryan. Comments URL: htt...

Comments URL: https://news.ycombinator.com/item?id=49236035 Points: 2 # Comments: 0

Article URL: https://www.irishtimes.com/crime-law/2026/08/05/lawyers-could-face-sanctions-including-costs-if-ai-leads-to-fake-citations-in-court-cases/ Comments URL: https://news.ycombinator.com/item?id=49236240 Points: 7 # Comments: 0

Article URL: https://github.com/Gabrieliam42/AI-Agent-Qubitz Comments URL: https://news.ycombinator.com/item?id=49236318 Points: 2 # Comments: 1

Article URL: https://www.abc.net.au/news/2026-08-10/ai-assistant-hacks-gym-website-aus-cyber-attack/107007986 Comments URL: https://news.ycombinator.com/item?id=49236439 Points: 18 # Comments: 2

Article URL: https://github.com/akasula09/CodeSlimmer Comments URL: https://news.ycombinator.com/item?id=49236555 Points: 2 # Comments: 0

Article URL: https://sagivo.com/blog/i-was-quoted-1m-to-get-ai-diff-review-tool Comments URL: https://news.ycombinator.com/item?id=49236612 Points: 3 # Comments: 0

Article URL: https://useairo.co Comments URL: https://news.ycombinator.com/item?id=49236682 Points: 1 # Comments: 0

Article URL: https://netbajura.blogspot.com/2026/08/ororatech-startup-that-detects.html Comments URL: https://news.ycombinator.com/item?id=49236903 Points: 2 # Comments: 0

Article URL: https://inevolin.substack.com/p/what-if-we-let-ai-govern-us Comments URL: https://news.ycombinator.com/item?id=49237226 Points: 2 # Comments: 2

CASX introduces a structured crypto presale with predefined timelines, fixed round-specific hard caps, transparent tokenomics, and utility centered on the Cashe