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New Devin dropped
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Cognition@cognition
Introducing Devin 2.0: a new agent-native IDE experience. Generally available today starting at $20. 🧵👇
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Arjun Mishra
1.3K posts
Arjun Mishra
@Colhodm
refuse to join any club that would have me as a member pay to see building @ cognition
Silicon Valley Katılım Temmuz 2012
1.2K Takip Edilen676 Takipçiler
Arjun Mishra retweetledi
Here’s a great post on driving down costs, while maintaining high performance, with frontier intelligence as a manager and lower cost models for the workhorse tasks. This will be the template for what model routing looks like in the future.
“We started this experiment expecting to measure how much Fable’s 2x premium would increase cost. We were surprised to find that Fable’s effective delegation actually decreased cost overall. It specified constraints and outcomes instead of spelling out the implementation, gave feedback instead of making fixes itself, and in most cases never touched the code at all. These are the habits of a good manager.”
The industry is increasingly figuring out what it looks like to mix models together to be able to get targeted performance levels and optimal cost structures.
Of course, the only way to get this is to have a deep understanding of the business problem you’re trying to solve and how to effectively route work to different models. If you’re in the applied layer - whether it’s customer support, legal, finance, or coding - this is how your harness will become a core area of differentiation.
Joon Lee@joon_h_lee
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I was determined after never having worked at a company for more than a year - to find a sick place to work.
@calvingiroud whose judgement is the best out of anyone I know, had joined a few months before, and told me to chat.
I entered the famed cog house at 12pm and left at 9.
Kept thinking about everyone I met after I got home and how fun it would be to work with them.
Turned out to be true!
Work that by all rights should take months is done in hours by our engineering and sales teams, because we’re like the Yankees - if everyone was Ty Cobb.
Everyone bats .350 here - join our squad
Chris Barber (in SF)@chrisbarber
I asked people which companies have the highest density of talented people they know: 1st. Cognition - 9 votes Equal 1st. Anthropic - 9 votes 2nd. Modal - 5 votes 3rd. OpenAI - 4 votes 4th. Standard Intelligence - 3 votes 4th. Cursor - 3 votes Two votes each: - Ramp - Flapping Airplanes - DeepMind - Long Lake - Applied Compute One vote each: - SpaceXAI - SpaceX (treated separately, one vote was for the AI lab subsidiary and one was for the rocket team) - American Terawatt - Mechanize - Olix - Fluidstack - Chai Discovery - Sail Research - Etched - Core Automation - Specter - Clay - Applied Intuition - Sierra - Hivemind - Bitrig - Retro - Thinking Machines - Decagon - Precigenetics - Pangram - Reflect - Thrive Holdings - Adaption
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when I joined Cognition, training our own frontier-class model felt like a dream that was far away. We got there in 6 months - faster than even our most optimistic projection. With this team, truly anything feels possible. Try SWE-1.7 with Cerebras today - you'll be blown away.
Cognition@cognition
Introducing SWE-1.7, the most capable model we’ve trained yet. It scores within a few points of the strongest frontier models at a fraction of the cost, and is now available at 1000 tok/s. RL is not hitting its limit: after refining our recipe, we keep seeing gains as we scale
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Arjun Mishra retweetledi
Introducing SWE-1.7, the most capable model we’ve trained yet.
It scores within a few points of the strongest frontier models at a fraction of the cost, and is now available at 1000 tok/s.
RL is not hitting its limit: after refining our recipe, we keep seeing gains as we scale
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If FIFA want to stay consistent with their statutes, suspension of the United States Federation and team from the World Cup for political interference should follow! #FIFAWorldCup
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@SeppBlatter You are literally the definition of a corrupt plutocrat that has contributed nothing to the game of football across your entire 40 year career
Go back to retirement
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Red cards are not overturned by political phone calls. They are overturned by rules, evidence and independent bodies. If a U.S. President intervenes with the FIFA President — and a player is suddenly cleared before a World Cup knockout match — the question is unavoidable: Quo vadis, FIFA?
Football must never become a playground for political power. #FIFA #WorldCup #GianniInfantino #DonaldTrump
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Arjun Mishra retweetledi
For anyone who has been in a penalty shootout in an elimination game
You know that ripping a panenka is so elite
Mo Salad absolute legend of the game
Arne slot not him
Ipostanything LFC@postanythingLFC
Mo salah is mentally deranged. Panenka at a crucial stage of the World Cup is wild. He’s him.
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@matei_zaharia Multi-model is important but having automatic model routing as part of agentic work is even more effective
See Devin Fusion
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Similar to what I've done for a lot of development. I also frequently have them cross-review plans or search for bugs in parallel. I can easily get different agents that see each other's state in one Omnigent session.
Mitchell Hashimoto@mitchellh
I'm having a lot success using Fable xhigh as a planner/architect, using GPT 5.5 xhigh (subscription) as a coder, then Fable xhigh again as a judge. At API pricing, planning+judge costs are in the ~few dollar range compared to typical $50+ full round trips. I've seen some others using dumber/cheaper coders, but GPT 5.5 even at xhigh compared to Fable 5 is very cheap and very fast. And GPT 5.5 is just... really good. Still been less than 24hrs since the re-release so the longevity of this approach is unclear, but its been working really well.
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@blader Sub agents don’t run on distributed compute and don’t have a very specific aggregation criteria
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Most CISOs today, are panicking because of Mythos and Project Glasswing.
trying to build their own harnesses, their own agent infrastructure, and scrambling under the pressure of the government.
For our existing customers, it's easy use Devin.
We're already doing this at immense scale with some of the largest companies in the world.
For our future customers, it's easy shoot me a DM.
It's very neat, seeing the primitives that a cloud-native agent platform provides in solving some of the emerging problems that adversarial agents lead too.
Been amazing to see @ido_pesok , Nick, and Angela pull this together so quickly.
As well as a shoutout to our massive finserv customers who have helped us co-design this with their needs.
Cognition@cognition
Introducing Devin Security Swarm A more cost effective and accurate way to find security vulnerabilities in complex codebases, based on a new architecture: Agentic MapReduce.
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We’re also publishing extensive documentation and technical materials about Agentic MapReduce, including a deep-dive on our evals.
Read our announcement: cognition.com/blog/introduci…
Learn about Agentic MapReduce: devin.ai/blog/agentic-m…
Check out the evals: devin.ai/blog/security-…
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French World Cup team so good
Ballon D'or nominees: Olise, Mbappe, and Dembele seamlessly flowing between each other
Douee and Barcola absolutely electric as well
Unfortunately won't be enough to beat @TeamUSA
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To be honest
Token regret is what happens the day after the token bill hits
Consume responsibly
And just use Devin
Cognition@cognition
Conventional model routing sucks. It passes benchmarks but fails to write code you'd actually merge. Introducing Devin Fusion, a new hybrid-model harness for agentic coding. In testing, it reduces the cost of Fable-level intelligence by 35% and still feels good to use.
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NEW: You may not know Jacob Andreou, but Satya Nadella has handed the 33-year-old the keys to Microsoft’s AI future.
This is my deep dive into his rapid rise to head Copilot and the high-stakes bet to retake the AI lead from competitors.
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