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Harness Engineering (15 minute read)

Harness engineering is the practice of surrounding AI-assisted code generation with deterministic tooling, agent-based review, and periodic entropy checks so that AI-generated code stays correct and c...

Why Did Stripe Acquire an AI Model Routing Company? (15 minute read)

OpenRouter allows Stripe to be the bank that every AI company is currently forced to build for itself.

How we saved 100 terabytes of memory by optimizing 1.1.1.1's DNS cache (12 minute read)

This post talks about five successive changes Cloudflare made to how cache entries are stored in memory that resulted in the per-entry footprint being cut by over 50%.

An update on AI's most important number (8 minute read)

Each passing quarter with continued hypergrowth in frontier AI revenue provides important evidence on AI's trajectory.

Where Walmart, IBM, Airtel, and Juniper Networks forge the future of OS search (Sponsor)

OpenSearchCon North America is where technical experts share how they run open source search, observability, and infrastructure at scale. You'll get real production lessons, two hands-on workshops (bu...

Support persistent reasoning effort (2 minute read)

Codex has added 'persistent' to the reasoning-effort protocol and TypeScript SDK types. When a user targets a custom Responses-compatible provider whose model-defined effort is literally persistent, t...

Fast On-Device Voice Cloning (9 minute read)

Halo Neuro introduced Sopro V2 and open-sourced Sopro V2 Turbo, a 120M-parameter multilingual voice-cloning model that can stream on laptop CPUs and in browsers.

Good taste doesn't exist (15 minute read)

Taste is about making choices, and whether those choices are good depends on who they are made for.

Archify (GitHub Repo)

Archify is a Node.js tool for Cursor, Claude Code, Codex CLI, and OpenCode that takes a codebase or system description and compiles it into an interactive HTML/SVG diagram. Agents produce typed JSON, ...

Gemini Omni 1.1 Flash (4 minute read)

Google introduced Gemini Omni 1.1 Flash with new controls for extending scenes, interpolating first and last frames, 4K upscaling, and faster video iteration through the Gemini API.

Putting Task Expertise into RL Achieves State-of-the-Art Performance on Text-to-SQL (18 minute read)

Adding scaffolding around text-to-SQL models improves performance somewhat, but this is limited by the base models' capabilities. This suggests that the task knowledge contained in the scaffold belong...

An update on AI's most important number (8 minute read)

OpenAI and Anthropic are seeing unprecedented growth, with revenues surpassing $100 billion combined, fueled by rapid adoption and technical advancements. This swift rise challenges expectations, as t...

Nvidia Climbing the Wall of Worries (7 minute read)

The average sell-side estimates for Nvidia's FY 2028 revenue a year ago were around $310 billion. Nvidia guided for around 70% revenue growth in FY 2028 yesterday, which translates to approaching arou...

Garden Skills (GitHub Repo)

This repository is a curated set of agent skills for AI coding tools like Claude Code, Cursor, and Codex, covering five categories: web video presentations, web design, image generation, local knowled...

⚡ Most AI pilots fail in production — what do the ones that succeed do differently? (Sponsor)

They map how work happens before automating it — no surveys, no guesswork. Map with Scribe

Tailcat (GitHub Repo)

Tailcat is a userspace networking tool that reuses Tailscale's WireGuard data plane without requiring the Tailscale control plane, account, root access, or routing-table changes. Two peers exchange a ...

Terminal-Bench-Science 0.1 (13 minute read)

Terminal-Bench-Science evaluates AI agents on workflows from researchers' own work.

Building an AI factory on Kubernetes (10 minute read)

Building an AI factory on Kubernetes means solving two problems at once: keeping GPU utilization high and keeping tenants from interfering with each other on the same hardware. The stack to do it now ...

How we saved 100 terabytes of memory by optimizing 1.1.1.1's DNS cache (10 minute read)

Cloudflare cut memory usage across its Big Pineapple DNS platform by roughly 100 terabytes after five successive changes to how cache entries are stored. The optimizations reduced the per-entry memory...

Breaking Claude Code Opus 5 Auto Mode (2 minute read)

Anthropic is putting a great deal of faith in Claude Code's auto mode for protecting its coding agent users against prompt injection attacks.

AI Startup DeepSeek Poised to Reach $74 Billion Valuation (3 minute read)

DeepSeek is seeking to raise $7.4 billion to bankroll research and development and the buildout of computing infrastructure.

Tool overload got your head spinning? (Sponsor)

Tech stack complexity is out of control, and the last thing you need is a bigger ‘stack'. Microsoft Azure gives you a unified view of applications, cloud resources, and AI—so you can ship more softwar...

Piloting the world's first double-blind AI evaluations (2 minute read)

DeepMind introduced the world's first double-blind evaluation for AI models, using cryptographic environments to prevent benchmark contamination.

Anthropic (Re-)Enlists for War (5 minute read)

Anthropic seeks a new Head of National Security Sales to revive its defense contracts, following previous blacklisting by the Department of Defense over technology use concerns.

Introducing v5 Droplets: next-generation performance, sized to your workload (3 minute read)

DigitalOcean has launched v5 Droplets, a new generation of virtual machines built on 5th Gen AMD EPYC processors.

Golden Paths for AI agents: What changes when platform users aren't human? (1 minute read)

Platform teams building golden paths for AI agents need intentional execution patterns, machine-consumable contracts, and dispatch controls rather than the conventions built for human developers.

You Can Now Run Multiple Linux Kernels on One Machine at Once

Multikernel has had its first public release, and it boots each kernel directly on the hardware, not inside a virtual machine.

CRPx0 hacking service for dummies claims victim count more than quintupled

It's 'built to be operated by a human with no technical background'

Anthropic and OpenAI are joining the AI stage at TechCrunch Disrupt 2026

At TechCrunch Disrupt 2026, the AI Stage is back to dig into the single hottest topic in the community for the past few years, presented by Google for Startups.

Anthropic was illegally blacklisted by the Trump administration, court rules

On Thursday, a judge ruled that the Pentagon's blacklisting of Anthropic earlier this year was unconstitutional, delivering the AI lab a win in a monthslong rollercoaster of a battle with the Trump ad...

Ubuntu 26.04.1 LTS is now available to download

Ubuntu 26.04.1 LTS is now available to download, the first of 5 point releases scheduled for the ‘Resolute Raccoon’ in the 3 years. The release doesn’t add new features, but brings a...

Cyborg cockroaches may soon deliver life-saving drugs to disaster victims

Just what you want crawling through the rubble to rescue you: A swarm of remote-controlled cockroaches with syringe-shooting guns strapped to their backs

Google devs add experimental Flatpak packaging support to Chrome

If you’ve installed Chromium (or Google Chrome) from Flathub, you’ve installed an unofficial, community-maintained package – but that could be about to change. Chromium’s build syste...

The Twelve-Factor App

Article URL: https://12factor.net/ Comments URL: https://news.ycombinator.com/item?id=49472216 Points: 101 # Comments: 50

Police investigating possible forgery at AFRINIC election

The regional internet registry is also trying to make it easier to terminate members

Select * from Internet.blogposts

Article URL: https://pfrazee.leaflet.pub/3mu3p2smmis22 Comments URL: https://news.ycombinator.com/item?id=49472161 Points: 101 # Comments: 42

Doctors are finally learning to manage antidepressant withdrawal

https://web.archive.org/web/20260826205502/https://www.newsc...https://archive.ph/zahjc Comments URL: https://news.ycombinator.com/item?id=49472090 Points: 100 # Comments: 91

Anthropic's new hardware standard lets AI agents control the physical world

Standardized driver interface aims to let devices talk to AI and each other.

Show HN: OpenTIE and OpenXWA, Modern Ports of Tie Fighter and X-Wing Alliance

Article URL: https://github.com/elyosh/OpenTIE/ Comments URL: https://news.ycombinator.com/item?id=49471965 Points: 110 # Comments: 23

AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab

Article URL: https://github.com/calmrocks/ai-engineer-notebooks Comments URL: https://news.ycombinator.com/item?id=49471714 Points: 104 # Comments: 11

6 Takeaways From the GTA VI Extended Look

Grand Theft Auto VI is nigh. Here’s what the developer revealed about its highly anticipated game.

LibreOffice 26.8 Doubles Down on No AI, Right After Collabora Welcomed It

TDF is not interested in providing any AI features, sticking to the basics of an open source office suite.

Show HN: We built open OpenRouter that turns usage into a better model

Hi HN, we built an open source model gateway. It's a single place to manage our own self hosted, frontier, and open source models in one place.It’s is rust native, built for concurrency, and implement...

AI girlfriend review site's secrets were exposed to the world for three weeks

Even testing and staging sites need protection from prying eyes

AI Agents Are Hacking Systems. Could That Push the US and China to Cooperate?

This week on “Uncanny Valley,” senior writer Will Knight talks his recent visit to China and the future of AI collaboration.

Google forces Android apps to use memory more wisely as RAMpocalypse rages

No one can afford RAM anymore, so we're requiring devs to mind memory usage

Lawsuit says Oura sleep tracking has 'a coin flip's chance of being correct'

The class action lawsuit claims that Oura's sleep-tracking mechanisms sell 'faulty AI-based inference as reliable science.'

The GTA VI ‘extended look’ is now streaming on YouTube

Rockstar has officially published its "extended look" at Grand Theft Auto VI on YouTube and on its website, as promised. The in-depth preview, which "entirely" features footage captured from the PS5 v...

Elon Musk’s xAI used child porn to train Grok models, lawsuit says

xAI accused of training Grok on real and AI-generated child pornography.

Next.js Patches Critical AVIF and Windows Flaws Enabling Unauthenticated RCE

Credit: Hacktron Vercel has released security patches for two critical-severity vulnerabilities in the Next.js web framework, both of which allow unauthenticated remote code execution, one exploi...

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