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Signal for devs. Tech news, leaks, and trends.

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Agentic coding

Claude Code, Codex, background agents, Routines, and the fast-moving race to let AI run developer workflows end-to-end.

Developer tools

Language releases, IDE fights, design-tool shakeups, and the shipping calendars of the tools developers actually use every day. Not just the AI agents on top — the platforms underneath.

AI models

Frontier model launches, independent benchmarks, leaked capabilities, and the open-vs-closed split. Opus, GPT, Gemini, Qwen — every release, dissected.

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Trending

Illustration of an AI-driven chip design process from IEEE Spectrum's coverage.
AI·

An AI agent built a working RISC-V CPU from a 219-word prompt in 12 hours. Here's what it actually did.

Verkor's Design Conductor agent went from a 219-word spec to a tape-out-ready RISC-V core called VerCore in 12 hours. The catch: it's still a Celeron.

Anthropic's launch card for Claude Fable 5.1 and Claude Mythos 5.1, white serif text over a pale blue sky with clouds and a daytime moon.
AI·

Six Claude 5 models in twelve weeks. Fable 5.1 is the first to watermark its output.

Anthropic's Fable 5.1 doubles a science benchmark and cuts cache reads 75%. Independent tests measured tasks costing up to 3x more than Fable 5.

Aikido Security illustration of the GPT-Proxy backdoor.
Security·

Malicious npm and PyPI packages turn dev servers into Chinese LLM proxies

Aikido found a stage-2 Go binary inside two health-check-themed packages that runs an OpenAI-compatible router routing Claude, GPT, and Gemini traffic through Chinese aggregators.

An Alibaba Group office building with the company's orange logo sign above the entrance and cars parked outside.
AI·

Alibaba's Qwen3.8-Max beats Fable 5 on Terminal-Bench, and the weights go public next week

Qwen3.8-Max is a 2.4-trillion-parameter MoE that tops Claude Fable 5 on Terminal-Bench 2.1 and trails it badly on SWE-bench Pro. It's the first open Max-tier Qwen.

A photo of a monitor showing Omarchy's installer completion screen: a pixel-art OMARCHY wordmark above the line Installed in 19m 17s and a Reboot Now button.
Open Source·

DHH's Omarchy left every desktop process one command away from root for 14 months

Omarchy's installer put the default user in the docker group, which is passwordless root on Linux. Version 4.0.1 drops it and old installs migrate at login.

Title card for Boris Cherny's 'Mastering Claude Code in 30 Minutes' Anthropic workshop talk.
AI·

Anthropic just dropped its Claude Code workshop tapes. The playbook is better than the marketing.

Boris Cherny on Claude Code, Applied AI on prompting, Erik Schluntz on vibe coding in prod. Three Code with Claude tapes hit YouTube ahead of the 2026 conference.

The open-weight race

Qwen3.8-Max, Kimi K3 and DeepSeek V4 Flash are trading the open-weight lead month by month.

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The RAM shortage

AI demand has memory sold out into 2027, and it is landing on phone, laptop and console prices.

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iPhone 18 Pro

Apple's September 9 event is close, and the leaks now cover the camera, Face ID and the foldable.

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Title card for Boris Cherny's 'Mastering Claude Code in 30 Minutes' Anthropic workshop talk.
AI·

Anthropic just dropped its Claude Code workshop tapes. The playbook is better than the marketing.

Boris Cherny on Claude Code, Applied AI on prompting, Erik Schluntz on vibe coding in prod. Three Code with Claude tapes hit YouTube ahead of the 2026 conference.

Illustration accompanying ChinaTalk's investigation into grey-market Claude API proxy networks
AI·

Chinese proxy networks sell Claude API access at 90% off. They harvest every prompt that passes through.

A ChinaTalk investigation reveals how 'transfer stations' resell Anthropic API access using stolen credentials, model substitution, and prompt harvesting.

A MacBook Pro beside a Surface Book, both open on a white surface, USB-C ports in view
AI·

Running a coding agent fully on Apple Silicon, no cloud, is now an off-the-shelf stack

A popular Hacker News how-to walked through a fully local coding agent on Apple Silicon. Here's the realistic 2026 stack: runner, model, and harness.

Warp terminal product screenshot from the company's website.
Open Source·

Warp's terminal is now open source. The cloud agent platform Oz is the actual product.

Warp released its 36k-star Rust client on GitHub under AGPLv3 on April 28. OpenAI is the founding sponsor and Oz keeps the bills paid.

The GitHub social preview card for the openai/ten-proofs repository, described as Lean certificates accompanying proofs in mathematics and theoretical computer science, showing 386 stars and 35 forks.
AI·

Ten decade-old math problems fell to an unreleased OpenAI model, for about $2,000 of tokens each

OpenAI published ten results in math and theoretical CS from an internal build of Astra, with Lean 4 certificates for every proof. What that verification does and doesn't settle.

A low-rise office building marked with a large numeral 16 on Meta's Menlo Park campus, with staff, sun umbrellas and a rack of blue bikes outside
AI·

Meta scrapped its plan to run 60% smaller teams on AI agents after incidents rose 40%

Internal documents reviewed by Reuters show Meta explored 60% team cuts under Project OT, then dropped it once its own agents started taking disruptive actions.

Anthropic's illustrated Claude Code card: a browser window drawn in black ink inside curly braces on a burnt-orange background
AI·

Humans caught 13.6% of dangerous commands. Claude Code's classifier caught 89%.

Anthropic makes auto mode the default in Claude Code on August 14. Its own study says the permission prompt was catching almost nothing.

GitHub repository card for songquanpeng/one-api, the open-source LLM API management and distribution gateway that most relay services run on
AI·

Matt Lenhard found 49 relays reselling OpenAI and Anthropic tokens. The cheapest runs 97.8% below list.

Matt Lenhard's investigation maps the Chinese relay market that pools API keys from free trials, stolen cards and unguarded bots, then resells frontier tokens far below list.

AI SDK 7 announcement card from Vercel on a dark background
Web·

Vercel's AI SDK 7 makes agents a first-class building block for TypeScript developers

AI SDK 7 ships agent classes, provider-agnostic reasoning control, durable workflows, and a Node 22 + ESM-only baseline. Here's what changed and the migration cost.

A browser-based code editor showing HTML and CSS custom properties next to a live preview pane
Web·

AI front-end code has a tell. Devs are fighting the purple-gradient slop with design tokens

AI-built interfaces all look the same: purple gradients, Inter, three icon cards in a row. Here's why the output converges, what it costs, and how developers break the pattern.

The Uber wordmark and square U logo in white and silver on a black background
AI·

Uber spent its entire 2026 AI budget in four months, and the rest of the industry is now metering tokens

Uber's year of AI budget lasted until April. A 15-company survey shows per-developer spend running from $200 to $3,000 a month, and finance has noticed.

SteamOS 3.8 promotional capsule art from Valve's release notes
Gaming·

SteamOS 3.8 now runs on the ROG Ally, not just Valve's Steam Deck

SteamOS 3.8 is stable, with a new kernel, Steam Machine support, and official builds for the ROG Ally and other handhelds. The Windows monopoly on handhelds just cracked.

Benchmark comparison card for GLM-5.2 showing it as the leading open weights model
AI·

GLM-5.2 was trained on Huawei chips, not Nvidia. The open weights beat GPT-5.5 on coding.

Zhipu AI's GLM-5.2 is a free-to-download model trained without Nvidia silicon. Here's what the benchmarks claim and why developers should care.

Header card from Simon Willison's 'Qwen3.6 beats Opus' post comparing pelican SVGs
AI·

Qwen 3.6-35B-A3B: the open MoE beating Opus 4.7 on Simon Willison's laptop

Alibaba's Qwen 3.6-35B-A3B is a 35B-param mixture-of-experts with only 3B active. Apache 2.0, runs on consumer GPUs, and it's already winning real tasks.

The low glass-and-steel Nvidia headquarters building in Santa Clara, with the green Nvidia eye logo and the street number 2788 on a concrete monument sign beside the entrance steps
Policy·

74 B300 servers reached China. Taiwan indicted nine, including Nvidia and Supermicro staff.

Taiwan's Keelung prosecutors charged nine people, including an Nvidia Taiwan manager and two Supermicro sales managers, over 74 B300 servers that reached China.