You can now use Devin on your desktop! You can use a Devin Local has context about the project you're working in, files included. Downloadable now! devin.ai/download

It's this simple to create Automations with Devin. • A few seconds setup time. • Many one click examples to start from.

Claude Fable 5 is here. New model generation, new way of working. Here's how to get started in Claude Code and on the Claude Platform: 🧵

Introducing FrontierCode: a coding eval that raises the bar for difficulty & quality. Each task took 40 hrs of work by leading open-source maintainers. Models write sloppy code that works but isn’t maintainable. Our eval is first to measure: would you actually merge this code?

Tokenmaxxing is dead. Everyone's realized that token usage is a horrible way to measure productivity. So where do we go from here? The next phase of AI adoption will be based on output, impact, and value you can trace: how much real value are you getting from each agent session? Here are some of the ways we're addressing this at @cognition: 1. Adaptive Routing - an intelligent model router that automatically selects the best AI model for each task. (other products are also starting to adopt this) 2. Spend Attribution - @cognition auto-classifies every agent session by what it actually did (feature work, bug fixing, migrations, tests) and shows admins the spend behind each, right next to PRs merged. You can draw a straight line from every dollar spent to the outcome it bought. 3. Advanced automations - wiring agent sessions to the events that already cost teams engineering hours: production incidents in PagerDuty, failing deploys, alerts on a revenue-critical service. Each trigger maps to work that used to page a human, so the value isn't theoretical, it can be traced straight to the work it replaced. 4. AI Productivity Guarantee - if @DevinAI delivers less engineering value than you’re paying for, @cognition will fund your usage until it does, up to $10 million for Enterprise customers. These are just some of the areas we're actioning and exploring, but the broader point is this: the design space for measuring AI value is still wide open. The winners will be the teams that can prove, compound, and operationalize the most impact.

AI should earn its keep. Introducing the AI Productivity Guarantee. If Devin delivers less engineering value than you’re paying for, Cognition will fund your usage until it does, up to $10 million. It’s time for the AI industry to stop maximizing tokens and start maximizing productive output.

FUNDING OPPORTUNITY: @DeptofWar just pre-released 40 new SBIR topics. Key deadlines: - Pre-release window open now - Proposals due July 22 (most topics) - Phase I: up to $305K - Phase II: up to $1.25M Topics span Army, Air Force, Navy, DHA, DLA. Humanoid robots. Quantum cyber. Directed energy. AI-powered logistics. This is not your grandfather's defense contract. No equity. No dilution. Just government funding if you can build what they need. Apply at → dodsbirsttr.mil/submissions/…

don't quit your job to build a startup: >> use weekends and nights instead >> try to reach $3k MRR >> prove the idea for future scaling >> don't put yourself in stress without money

Today we are saying goodbye to Windsurf …and we are transforming it to Devin Desktop Windsurf has been an absolutely amazing experience for me and the team. Though it has been rocky at times, we have seen every phase of AI coding and we want to keep embracing where things are going. That means we need to once again reorient ourselves towards a more focused goal and remove the Windsurf branding. Believe it or not, the Windsurf brand has been around less than a year and a half, and before that, the previous name Codeium was only around a similar timeframe as well. I’ve actually had to change my email every year all the way to the eventual acquisition to Cognition. In AI, most products only have a 1 year lifespan before you need to drastically change it to the next. Devin now encompasses all our form factors, whether it’s the cloud agent, the agent command center (with IDE), CLI, review, or our other products. This way we can really focus our efforts around one name. We are doubling down on our neutrality and making Devin Desktop compatible with other agents via ACP. We may be the only “Switzerland” of AI left and we embrace this role. As for me, I’ll be transitioning from CEO of Windsurf to Cognition’s President of New Enterprise, helping open new regions and verticals, accelerating velocity, and filling in gaps as usual. The story of Windsurf doesn’t end here, it continues on as part of Devin’s journey.

Who is building at the intersection of AI x Robotics? Who should I be following?

I don't think I written a line of code by hand in 3 months, only telling ai to fix code when it's broken

When is the m5 Mac mini coming out, should I wait or just buy the m4 now? Give me your thots

I am building a team. If you're really really really good at building stuff, design, filmmaking, writing, pushing the models to their limits, or just making people care about a product at mass, certainly reach out. Let's collab make stuff. Details: docs.google.com/document/d/1…

It has been an incredible opportunity to learn from the team at @gauntletai and, because of it, I am consistently inspired to improve in ways I had not thought possible mere weeks earlier.

Forward deployed engineer is the new title for Solutions engineer

Claude is slow, Devin tokens reset tomorrow, is it time to try out Codex again?

Finally took the time to make a portfolio site, had to prompt Claude a couple of times to get it to look “nice” xianzheng.dev

My m2 MacBook has been freezing up the last couple of days with my memory running out. I having my ai work on 3 apps and trying to get Hermes to do research for me is too much 😂

My first open-source contribution was merged today! github.com/anthropics/claude…

forward deployed engineer just means the guy is not fucking autistic