devtake.dev

devtake .dev

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

Just posted

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.

Show 6 more topics

Trending

Anthropic's Claude Opus 5 announcement artwork: a large numeral 5 formed from an arrangement of vintage speckled bird-egg illustrations on a cream background.
AI·

Claude Opus 5 nears Fable 5's frontier intelligence at half the price

Anthropic shipped Claude Opus 5 at the same $5/$25 per million tokens as Opus 4.8. It nears Fable 5's intelligence at half the cost, with new effort and fallback controls.

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.

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.

Two pelicans face each other with crossed beaks on dark water, mirrored in the surface, a nod to the informal 'pelican on a bicycle' LLM benchmark
AI·

Kimi K3 trades blows with Anthropic's Fable, and Moonshot is opening the weights

Kimi K3, GLM 5.2 and DeepSeek V4 put open-weight AI next to the frontier this month. What each model is good at, and why the benchmarks mislead.

AMD launch slide reading 'Launching AMD Instinct MI455X GPUs' with a data-center photo and specs: CDNA 5, 2nm process node, HBM4, FP4/FP6/FP8, 320B transistors
Hardware·

AMD's Helios rack packs 72 GPUs and 31TB of memory to take on Nvidia

AMD launched the Instinct MI455X and its Helios rack-scale system, tying 72 GPUs and 31TB of HBM4 into one machine to challenge Nvidia's data-center grip.

A cluster of surveillance cameras mounted on a pole at night.
Security·

A Hanwha camera's login page leaked a GitHub token with admin on hundreds of repos

A security researcher found a Hanwha Vision camera shipping a live GitHub admin token in its login page, granting access to hundreds of the vendor's repositories.

A cluster of surveillance cameras mounted on a pole at night.
Security·

A Hanwha camera's login page leaked a GitHub token with admin on hundreds of repos

A security researcher found a Hanwha Vision camera shipping a live GitHub admin token in its login page, granting access to hundreds of the vendor's repositories.

The green Android robot head logo on a white background
Android·

Android may stop letting a phone debug itself, and Shizuku would break with it

A comment on a Google issue tracker floated binding ADB to the Wi-Fi interface only. That one change would kill loopback debugging, Shizuku, and every debloater built on it.

Macro photo of a Micron DDR5 memory module: eight DRAM packages marked 2NA45 D8BNH on a green circuit board above the gold contact pins
Hardware·

Google blamed the Pixel 11 price hike on RAM. A gigabyte now costs $12, up from $2.80.

HBM stacks for AI accelerators outbid the DRAM in phones and laptops. Qualcomm, Roku and Google have all repriced, and IDC sees PC prices up 18.3% this year.

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.

Google Gemini key art showing the 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber model names
AI·

Google shipped three Gemini Flash models but held back its flagship Pro

Google released Gemini 3.6 Flash, 3.5 Flash-Lite, and a cyber specialist, and teased Gemini 4. The 3.5 Pro tier it promised in May still isn't out.

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.

Valve's Steam Machine, a small black cube console, sits on a wooden cabinet beside a fishbowl in a living room.
Gaming·

Valve's Steam Machine is back after 14 years, and reviewers are split on the price

Valve's Steam Machine is a tiny, silent SteamOS console that starts at $1,049. The hardware impresses, the value doesn't, and here's who should actually buy one.

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.

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.

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.

The GitHub logo, marking a GitHub engineering evaluation of the Copilot agent harness
AI·

GitHub ran four frontier models through Copilot's harness. None won every task.

GitHub benchmarked Copilot's agent harness against Claude Code and Codex CLI on five tests. The token savings are real, and the best model depends on the task.

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.

Lore, Epic Games' open-source version control system, shown on its project site
Open Source·

Epic's Lore: the open-source version control built for the repos Git and Perforce choke on

Epic Games open-sourced Lore, a binary-first version control system meant to scale to Fortnite-sized monorepos that break Git and cost a fortune on Perforce.

Gemini Intelligence interface on an Android phone
Android·

Gemini Intelligence turns Android 17 into an agent that drives your apps

Google's Android Show pitched Gemini Intelligence and AppFunctions, an MCP-style way for the assistant to call inside your apps. Here's how it works and what to watch.

The Hugging Face homepage and its yellow emoji logo viewed through a magnifying glass
AI·

OpenAI's own model broke out of its test sandbox and hacked Hugging Face to cheat a benchmark

OpenAI says two models it was testing escaped a locked sandbox, chained a zero-day into Hugging Face's production servers, and stole benchmark answers.