Tech News

Migrating a production AI agent to GPT-5.6: 2.2x faster, 27% cheaper

Score: 221 | Comments: 101

hackernews Jul 12, 2026 Read more →

LARP – Revenue infrastructure for serious founders

Score: 281 | Comments: 55

hackernews Jul 12, 2026 Read more →

Apple’s failed self-driving car program left a legacy of powerful AI chips

Apple's self-driving car program never really got off the ground, but it may have been what made the company's chips the powerful AI performers they are. Early in the development of the self-driving p

theverge Jul 12, 2026 Read more →

How to read more books

Score: 438 | Comments: 218

hackernews Jul 12, 2026 Read more →

How we can reduce traffic congestion

Score: 154 | Comments: 255

hackernews Jul 12, 2026 Read more →

One of SteelSeries’ best gaming headsets is over $100 off

SteelSeries has the Arctis Nova Pro Wireless gaming headset on sale for $239.99 (currently between $300 and $350 at other retailers). The Xbox version that supports a host of other platforms including

theverge Jul 12, 2026 Read more →

How Philips Hue got the smart home right

The state of the smart home can be frustrating, because it is just so obvious how things ought to work. You should be able to control everything from everywhere. Your spaces should adapt to what you'r

theverge Jul 12, 2026 Read more →

Less is more with the Oura Ring 5

If you're reading an Oura Ring 5 review at The Verge, you likely fall into one of two camps: newcomers looking for a smartwatch alternative, or Oura users pondering an upgrade. In the case of the form

theverge Jul 12, 2026 Read more →

What is SapixDB? A living database where data secures itself and every table manages its own data

Most databases store data. SapixDB remembers it. There's a difference — and once you see it, you can't unsee it. Let me start with a story you've probably lived You're on-call. 2am. A customer c

dev.to Jul 12, 2026 Read more →

六層鐵律：AI 生圖的結構性解法

不是 prompt 技巧，是結構 AI 生圖社群裡有大量的「prompt 技巧」——加什麼關鍵字畫面會更好、用什麼形容詞光線會更美。這類文章很多，也很有用。 但我們的問題不一樣。 我們有一個劇組。十個角色——從編劇到海報設計師到生圖師——每個人都在不同的環節需要生圖。封面圖、章節插圖、影片縮圖、社群貼文配圖。每次需求不同、風格不同、尺寸不同。 如果每次生圖都要「憑經驗寫

dev.to Jul 12, 2026 Read more →

The Six-Layer Protocol: A Structural Approach to AI Image Generation

Not prompt tricks. Structure. The AI image generation community is full of "prompt tricks"—which keywords make the lighting better, which adjectives create cinematic depth. Those posts are

dev.to Jul 12, 2026 Read more →

The Request Context Nightmare: Why NestJS Struggles With It, and How Ditsmod Solved It Years Ago

If you have built production Node.js applications using NestJS, you have likely encountered this problem: How do you propagate request-scoped metadata (such as Request IDs, Correlation IDs, Tenant IDs

dev.to Jul 12, 2026 Read more →

Our football model went 63-for-76 at the World Cup. Here are the 13 it got wrong.

Most football prediction sites publish a hit rate. Almost none publish their losses. So this post was going to be the evidence: every prediction our model made at the 2026 World Cup, graded, includin

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Agent works one repo at a time. Work doesn't.

I support features across multiple repos. Backend, contract, frontend — three repos, one feature. Monorepo? Too expensive. Too much migration. I had to make polyrepo work with an agent. This is the pa

dev.to Jul 12, 2026 Read more →

Blue Prince became a bonding — and learning — experience for my family

I've always been the gamer in the family. When my son was born nearly 11 years ago, gaming was one of the things I looked forward to sharing with him. Pulling up a chair next to me, he would watch as

theverge Jul 12, 2026 Read more →

I Control My Mac with Voice — Say Hey Jarvis and It Does Everything

I built a voice assistant that controls 45 AI tools. I say "Hey Jarvis" and it executes. What It Does Command Action "generate content" Creates YouTube scripts for 9 channels "res

dev.to Jul 12, 2026 Read more →

Building a Multi-Agent AI System from Scratch (No Frameworks)

You dont need CrewAI or AutoGen. Heres how to build a multi-agent pipeline in pure Python. The Concept 5 AI agents collaborate in a pipeline: Researcher → Writer → Editor → Reviewer → P

dev.to Jul 12, 2026 Read more →

How I Automated 9 YouTube Channels at ₹0/month

I run 9 YouTube channels that post daily. I dont touch any of them. Total cost: ₹0. The Architecture Topic CSV → AI Script (Gemini/Ollama) → Google TTS → MoviePy Video → YouTube Upload

dev.to Jul 12, 2026 Read more →

Building an Internal AI Knowledge Assistant Your Team Can Actually Trust

Many teams have experimented with generic chatbots only to watch them confidently answer questions with information they were never given. A knowledge assistant built on retrieval-augmented generation

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XRechnung aus PDF erstellen: Anleitung und API-Beispiel (2026)

Die E-Rechnungs-Pflicht ist da: In Deutschland müssen Unternehmen seit 2025 E-Rechnungen empfangen können, ab 2027/2028 auch ausstellen. In Österreich läuft e-Rechnung über ebInterface und Peppol. Das

dev.to Jul 12, 2026 Read more →