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Announcement

AI model launch comes with claims of trillions of tokens served daily

The poster says 29.4% of the Fortune 500 “showed up” and reports a Series A from a16z.

martin_casadoMA
benahorowitz.ethBE
a16zA1
25 Sources, 6h ago, first seen 6h ago

TLDR

The poster says they launched a model, “accidentally” served trillions of tokens a day, saw 29.4% of the Fortune 500 “show up” and raised a “really big” Series A from a16z—all within three weeks.

Combined views

794.2K

25 Sources, first seen 6h ago

6.8K likes558 comments1.5K saves336 reposts

Combined views

794.2K

25 Sources, first seen 6h ago

6.8K likes558 comments1.5K saves336 reposts

TypeSafe AI has launched Jev, a model the company is pitching for software automation, and announced a Series A involving a16z. An a16z partner also announced the firm’s investment, describing Jev as a system intended to make software smarter and give developers more capable tools.

Featured Source

TypeSafe’s Diogo Almeida said that within the first three weeks, the company had “accidentally” served trillions of tokens per day and “29.4% of the fortune 500 showed up”. The figures are TypeSafe’s own claims.

Almeida described Jev as AI designed to operate inside software rather than sit beside it as a chatbot. His pitch is that developers can automate repeatable work and trade capability, cost and speed as they build systems.

That focus also shapes TypeSafe’s view of the market. Almeida argued that established software companies could benefit because they already understand the workflows customers want automated. It is a product thesis, not a demonstrated industry outcome, and it keeps TypeSafe’s emphasis on automating software workflows.

Sentiment

Positive——Negative

Summary

Not enough discussion yet.

No sentiment analysis available yet.

Useful links

Modal · YouTube

jev: on | Diogo Almeida founder of Typesafe AI, Runtime 2026

Latent Space · YouTube

Why I couldn't build Jev at OpenAI — Diogo Almeida, TypeSafe Co-founder & CEO

Tech Brew Ride Home Podcast · YouTube

Jev Maker TypeSafeAI Went From $200M to $7.5B in Under 30 Days

Sentiment

Positive——Negative

Summary

Not enough discussion yet.

No sentiment analysis available yet.

Related Videos

  • jev: on | Diogo Almeida founder of Typesafe AI, Runtime 2026Modal · YouTube
  • Why I couldn't build Jev at OpenAI — Diogo Almeida, TypeSafe Co-founder & CEOLatent Space · YouTube
  • Jev Maker TypeSafeAI Went From $200M to $7.5B in Under 30 DaysTech Brew Ride Home Podcast · YouTube

Related Videos

  • jev: on | Diogo Almeida founder of Typesafe AI, Runtime 2026Modal · YouTube
  • Why I couldn't build Jev at OpenAI — Diogo Almeida, TypeSafe Co-founder & CEOLatent Space · YouTube
  • Jev Maker TypeSafeAI Went From $200M to $7.5B in Under 30 DaysTech Brew Ride Home Podcast · YouTube

Related

TypeSafe AI's Jev aims to turn natural language into choices software can use

An a16z post shares TypeSafe AI's Diogo Almeida's argument that AI output written for people is hard for software to use. It describes Jev as choosing from a set of options and assigning each a confidence level.

Jev returns with open signups; free credits temporarily disabled for new users

Typesafeai announced on September 27 that Jev was back with increased capacity and open signups. A post quoting the announcement said free credits had been temporarily disabled for new users.

Texas reportedly freezes data center permits after grid queue surges

An a16z essay says ERCOT’s queue hit 474 GW by June, with data centers accounting for about 90%.

25 Sources

Diogo Almeida@CompleteSkepticlaunched a model accidentally served trillions of tokens a day 29.4% of the fortune 500 showed up raised a really big series A from @a16z it's been 3 weeks we would like to sleep now6h
TypeSafe AI@typesafeaiwe told @a16z we wanted to put intelligent software everywhere they asked how much compute that would take we said Uh Yes. announcing our really big Series A6h
Sonya Huang 🐥@sonyatweetybirdRT @CompleteSkeptic: launched a model accidentally served trillions of tokens a day 29.4% of the fortune 500 showed up raised a really b…6h
Erik Spock Gafni (hiring!)@EGafniIt's only been 3 weeks 🤯 We've made some new friends at @a16z (they're really cool), have lots of customers, a huge community, and JevDay is coming up!6h
a16z@a16zTypeSafe AI's Diogo Almeida on why Jev is called Jev, and what cheap intelligence finally changes about software: "It's wild that AI is so cool and software has been unchanged in 10 years... The most we can do is add a little chatbot in the side sometimes that can take actions, but not all actions." "TypeSafe is making AI for software. We want to make AI powerful, not just for humans in the loop, but to actually build real software." "It's about the laziness to spend 10 hours to do the five-minute task instantly and to never have to do it again. It should be an ROI decision for people who automate stuff. I would just like it to be automatable." "I think that people will just make new kinds of work, hence the Jev in Jevons. New kinds of work once that stuff is doable." "As we have lots of intelligence at lots of different cost and speed trade-offs, the super systems-y types will be making trade-offs. Jev's gonna be 1000x too smart for them. They just want an approximate guess to optimistically route here and there." Martin Casado: "The good news is we get to rebuild systems again. We have a new primitive. It's kind of a new way of thinking about doing software." @CompleteSkeptic @typesafeai @bhorowitz @martin_casado5h
Arram@arramRaised $870M didn’t mention the amount except for a tiny footnote at the end. Flex. These guys are some of the most fun people I’ve met in the bay and this is probably one of the best AI companies to join right now. (I invested in the seed)5h
martin_casado@martin_casado"The era of software being over, is so over". Hell yeah. Whatever problems humanity must face, computers and software will be central to the solution. So very excited to partner with @CompleteSkeptic and team to make software better. Long devs, long programming and long Jev!!!5h
Jennifer Li@JenniferHliWe are here for the Jevolution! 💞 Couldn’t have gotten this far without my partners who are in the tranches helping with this mission: @stuffyokodraws @venturetwins @steph_zhang @sarahdingwang @DavidGeorge83 @martin_casado @pmarca @bhorowitz Return the power to builders, and let them build! 👷‍♂️👨🏻‍💻👩🏾‍💻👷🏼‍♀️5h
Justine Moore@venturetwinsAnnouncing @a16z's investment in TypeSafe! In a world of Big Token, Jev is a different kind of intelligence — built to make software smarter and empower developers. So psyched to work with this team 🚀 (side note: @CompleteSkeptic has the best t-shirt collection I've seen 😂)5h
Alex Volkov@altryne870M series A! JFC4h
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    25 Sources

    Diogo Almeida@CompleteSkepticlaunched a model accidentally served trillions of tokens a day 29.4% of the fortune 500 showed up raised a really big series A from @a16z it's been 3 weeks we would like to sleep now6h
    TypeSafe AI@typesafeaiwe told @a16z we wanted to put intelligent software everywhere they asked how much compute that would take we said Uh Yes. announcing our really big Series A6h
    Sonya Huang 🐥@sonyatweetybirdRT @CompleteSkeptic: launched a model accidentally served trillions of tokens a day 29.4% of the fortune 500 showed up raised a really b…6h
    Erik Spock Gafni (hiring!)@EGafniIt's only been 3 weeks 🤯 We've made some new friends at @a16z (they're really cool), have lots of customers, a huge community, and JevDay is coming up!6h
    a16z@a16zTypeSafe AI's Diogo Almeida on why Jev is called Jev, and what cheap intelligence finally changes about software: "It's wild that AI is so cool and software has been unchanged in 10 years... The most we can do is add a little chatbot in the side sometimes that can take actions, but not all actions." "TypeSafe is making AI for software. We want to make AI powerful, not just for humans in the loop, but to actually build real software." "It's about the laziness to spend 10 hours to do the five-minute task instantly and to never have to do it again. It should be an ROI decision for people who automate stuff. I would just like it to be automatable." "I think that people will just make new kinds of work, hence the Jev in Jevons. New kinds of work once that stuff is doable." "As we have lots of intelligence at lots of different cost and speed trade-offs, the super systems-y types will be making trade-offs. Jev's gonna be 1000x too smart for them. They just want an approximate guess to optimistically route here and there." Martin Casado: "The good news is we get to rebuild systems again. We have a new primitive. It's kind of a new way of thinking about doing software." @CompleteSkeptic @typesafeai @bhorowitz @martin_casado5h
    Arram@arramRaised $870M didn’t mention the amount except for a tiny footnote at the end. Flex. These guys are some of the most fun people I’ve met in the bay and this is probably one of the best AI companies to join right now. (I invested in the seed)5h
    martin_casado@martin_casado"The era of software being over, is so over". Hell yeah. Whatever problems humanity must face, computers and software will be central to the solution. So very excited to partner with @CompleteSkeptic and team to make software better. Long devs, long programming and long Jev!!!5h
    Jennifer Li@JenniferHliWe are here for the Jevolution! 💞 Couldn’t have gotten this far without my partners who are in the tranches helping with this mission: @stuffyokodraws @venturetwins @steph_zhang @sarahdingwang @DavidGeorge83 @martin_casado @pmarca @bhorowitz Return the power to builders, and let them build! 👷‍♂️👨🏻‍💻👩🏾‍💻👷🏼‍♀️5h
    Justine Moore@venturetwinsAnnouncing @a16z's investment in TypeSafe! In a world of Big Token, Jev is a different kind of intelligence — built to make software smarter and empower developers. So psyched to work with this team 🚀 (side note: @CompleteSkeptic has the best t-shirt collection I've seen 😂)5h
    Alex Volkov@altryne870M series A! JFC4h
    Today's Rank

    #4

    Today's Rank

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