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Cognition (Devin & Windsurf)

25 stories

Cognition (Devin & Windsurf)ToolsHierarchical budgets: manage AI spend the way your company is organized Hierarchical budgets let enterprise admins allocate ACU budgets to department leaders, who can distribute and approve usage limits for their own sub-teams, projects, and users.

Cognition (Devin & Windsurf)ToolsDevin Security 2.0: Built for the new threat landscape Frontier-model scanning, prioritization grounded in your environment, and autonomous remediation that turns security findings into pull requests.

Cognition (Devin & Windsurf)ToolsFixing Critical Node & PHP Flaws On October 21, 2026 the PHP and Node.js projects released security updates addressing vulnerabilities that can allow remote code execution.

Cognition (Devin & Windsurf)ToolsA smarter approach to AI cost controls: allocating spend by efficiency Blanket usage caps hold back your most efficient engineers. Efficiency Score, Devin Coach, and efficiency-based approvals let enterprises allocate AI spend by engineering efficiency instead.

Cognition (Devin & Windsurf)ToolsIntroducing Devin Oncall Devin Oncall is now generally available. Devin automatically investigates alerts and bug reports and helps your team diagnose and resolve production incidents.

Cognition (Devin & Windsurf)ToolsDevin in Pylon: Driving faster Median Time To Fix Support teams can now start Devin investigations directly from Pylon, and engineers pick them up with the first pass of work already done.

Cognition (Devin & Windsurf)ToolsGemini 4 Argon is now available in Devin Gemini 4 Argon is now live in Devin Desktop and Devin CLI, at 75% off list price through October 27, 2026.

Cognition (Devin & Windsurf)ToolsClaude Haiku 5.5 is now available in Devin Claude Haiku 5.5 is now live in Devin. On FrontierCode 1.1 it scores 58.4%, ahead of Sonnet 5 at about an eighth of the cost per task, and it joins the sidekick lineup in Devin Fusion.

Cognition (Devin & Windsurf)ToolsMemory and dreaming: how Devin learns from working with you Memory lets Devin carry useful learnings about the way you like to work across sessions. Dreaming is a daily asynchronous process that improves the index of Devin's memories about you.

Cognition (Devin & Windsurf)ToolsGPT-6.1 Sol is now available in Devin OpenAI released GPT-6.1 Sol. It is live now in Devin Desktop and Devin CLI. Same $2/$10 list price as GPT-6 Sol, but cache reads are now 95% off, and on FrontierCode 1.1 it matches GPT-6 Sol's score…

Cognition (Devin & Windsurf)ToolsSign in with ChatGPT You can now sign in to Devin with ChatGPT and use your eligible ChatGPT Plus or Pro plan for OpenAI model usage across Devin Cloud, Devin Desktop, and Devin CLI.

Cognition (Devin & Windsurf)ToolsCognition and MongoDB partner to modernize enterprise infrastructure in months, not years Cognition and MongoDB are bringing Devin into MongoDB’s Application Modernization Platform (AMP) to help customers migrate legacy applications to MongoDB Atlas.

Cognition (Devin & Windsurf)ToolsClaude Sonnet 5.5 is now available in Devin On FrontierCode 1.1, Sonnet 5.5 is a significant improvement from Sonnet 5 at 64.4%, surpassing even Fable 5.1 at extra high reasoning effort.

Cognition (Devin & Windsurf)ToolsDevin is now up to 40% more cost-efficient Devin is now 30-40% cheaper in Fusion and Normal mode, 15-20% cheaper in Ultra, and up to 70% cheaper in Devin Review, thanks to the latest models and a more efficient harness.

Cognition (Devin & Windsurf)ToolsDevin now works across Microsoft Teams and Microsoft 365 Native support to @ mention Devin in Microsoft Teams, plus a first-party Microsoft 365 integration that connects Devin to mail, calendar, files, tasks, chats, and your directory.

Cognition (Devin & Windsurf)ToolsGPT-6 Sol and GPT-6 Luna are now available in Devin OpenAI released GPT-6 Sol and GPT-6 Luna. Both are live now in Devin Desktop and Devin CLI. On FrontierCode 1.1, Sol matches GPT-5.6 Sol at 61% lower cost per task, and Luna beats GPT-5.6 Luna at a…

Cognition (Devin & Windsurf)ToolsClaude Opus 5.5 is now available in Devin Claude Opus 5.5 is now live in Devin Desktop and Devin CLI. It is the new #1 on FrontierCode 1.1, edging out Fable 5 and GPT-6 Astra at less than a tenth of the cost of Fable 5.

Cognition (Devin & Windsurf)ToolsGrok 4.7 is now available in Devin Grok 4.7 is now live in Devin Desktop and the Devin CLI. On FrontierCode 1.1 it is strongest on hard, multi-module backend tasks, and trails Grok 4.6 on the aggregate because it tends to over-scope.

Cognition (Devin & Windsurf)ToolsBringing Devin Cloud to your terminal Starting today, you can create, steer, resume, and watch your Devin Cloud sessions right from your favorite terminal. Just use devin --cloud or /cloud.

Cognition (Devin & Windsurf)ToolsIntroducing Code Scans Code Scans turns broad engineering goals into concrete improvements across your codebase. Tell Devin what you want to achieve, and it investigates what needs to change, evaluates the findings, and…

Cognition (Devin & Windsurf)ToolsBringing macOS to Devin Today, we're launching macOS support for Devin, extending Devin's autonomous cloud development workflows to iOS apps, native macOS applications, and any project that depends on Apple's development…

Cognition (Devin & Windsurf)ToolsGoverning AI agents at scale with BlackRock We’re introducing Devin Plugins, which give enterprises a way to manage the context and capabilities their agents use at scale.

Cognition (Devin & Windsurf)ToolsGPT-6 Astra is now available in Devin OpenAI released GPT-6 Astra. It is available now in Devin Desktop and Devin CLI, and is part of the model mixture in Devin Cloud.

Cognition (Devin & Windsurf)ToolsFable 5.1 in Devin and Why It’s Cheaper than Opus 5 Introducing Fable 5.1 in Devin. Fable-level intelligence is now 54% cheaper – making it even cheaper than Opus – due to a change in caching.

On the calendar

予定 · Conferences and launch events, this week's stories from each corner of the industry, and what its press is covering — in English

On view

This week, from that corner the newest stories from the corner of the industry you picked

The wire their own posts, translated

How code moves in 2026 from the industry's own reports

Sources

Fetched every six hours, linked to the original

About

The name is the button.

An agent writes the code now, and a human thumb hovers over Accept all a hundred times a day. The honest question of this decade is what, exactly, you just accepted. So I read the diff.

Eight years as a backend engineer in Stockholm, back in Tokyo since 2023, and I still ship something small most nights, usually badly. My one rule: the only real review of a model is the thing you built with it. That is why there is no leaderboard on this site.

Around a hundred and forty sources come through — the labs' own posts, the papers, the tools, the runtimes and languages nobody is watching yet, the chip under the demo, and the newsletters people actually forward. What is moving gets counted so the week reads at a glance, and every few days I explain one mechanism in plain words.

A story here is a headline, a short excerpt, one image and the link to whoever wrote it. We never reproduce the post; the images belong to their authors. A post written in Japanese appears in Japanese, exactly as it was published, and the link goes to the original.

— Yuki Halvorsen, Tokyo