Rohit Purkait (@codeswithroh) header
Rohit Purkait (@codeswithroh) profile picture

head of growth + devrel blokcapital | building gtm engines with ai

Joined July 2024
Finding a co-founder shouldn’t take months So I fixed it Meet cofoundr > Find someone to build with in 60 seconds > No cold DMs > No endless scrolling > Just real builders, ready to start It’s live. It’s free Try it before your next idea stays just an idea Link in comments
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just watched #Ramayana nd am so proud for this this is not just vfx, its a visual poetry did u expect this kind of graphics from an indian film?
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have u watched it yet?
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revolut moved 2,000 engineers off claude code and codex and cut its ai coding bill by ~90% they didn't find a cheaper plan. they downloaded a model and ran it themselves > GLM, an open-weights model from a chinese lab > runs on their own servers in the US, nothing goes back to the lab > 56 nvidia B200s serve all 2,000 engineers > works out to ~$0.30 per million tokens the part most people miss: they didn't fully drop claude it's still there, but only for the hardest tasks. the cheap model does everything else i do the same in cofoundr. every call tries a 4¢-per-million model first and only steps up if it fails how it actually works, ep 8 👇
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what's the single most expensive thing in your ai bill right now? mine was long-context retries. a cheaper model handles most of them fine
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detail i cut from the video: GLM is text-only so the router also sends anything with images (screenshots, diagrams) to outside models like gemini and gpt self-hosting only covers the work your model can actually do
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source: revolut's infra lead talking to the register. the 90% is the inference bill. full hardware + ops cost isn't public, so read it as "per-token cost dropped 10x", not "total ai spend dropped 10x"
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Rohit Purkait retweeted
i currently write scripts for my videos the problem is - sometimes it doesn’t feel natural - takes quiet some time to memorise the script do you guys think it’s better to sit down and just talk about whats in my mind?
anthropic just taught claude to dream and on one memory test, it nearly doubled a model's score without changing the model at all so in this video, i've explained exactly: > why AI agents forget everything between chats > how an older claude wrote 413 memory files and got 1 pokémon badge, and a newer one kept 10 and got 4 > what "dreaming" actually does between sessions > how one wrong note sent claude round the same route 3 times > the 200-line limit in claude code's MEMORY.md, and how to use it today follow along for more AI, explained from the source.
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i currently write scripts for my videos the problem is - sometimes it doesn’t feel natural - takes quiet some time to memorise the script do you guys think it’s better to sit down and just talk about whats in my mind?
anthropic just taught claude to dream and on one memory test, it nearly doubled a model's score without changing the model at all so in this video, i've explained exactly: > why AI agents forget everything between chats > how an older claude wrote 413 memory files and got 1 pokémon badge, and a newer one kept 10 and got 4 > what "dreaming" actually does between sessions > how one wrong note sent claude round the same route 3 times > the 200-line limit in claude code's MEMORY.md, and how to use it today follow along for more AI, explained from the source.
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Rohit Purkait retweeted
anthropic just taught claude to dream and on one memory test, it nearly doubled a model's score without changing the model at all so in this video, i've explained exactly: > why AI agents forget everything between chats > how an older claude wrote 413 memory files and got 1 pokémon badge, and a newer one kept 10 and got 4 > what "dreaming" actually does between sessions > how one wrong note sent claude round the same route 3 times > the 200-line limit in claude code's MEMORY.md, and how to use it today follow along for more AI, explained from the source.
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anthropic just taught claude to dream and on one memory test, it nearly doubled a model's score without changing the model at all so in this video, i've explained exactly: > why AI agents forget everything between chats > how an older claude wrote 413 memory files and got 1 pokémon badge, and a newer one kept 10 and got 4 > what "dreaming" actually does between sessions > how one wrong note sent claude round the same route 3 times > the 200-line limit in claude code's MEMORY.md, and how to use it today follow along for more AI, explained from the source.
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let me how u liked the video and give me any feedbacks that could improve this am always open to feedbacks
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🤝 Paid partnership
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so have u joined yet?
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Rohit Purkait retweeted
happy late diwali guys was so busy past week, totally exhausted now gonna take some rest n chill
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happy late diwali guys was so busy past week, totally exhausted now gonna take some rest n chill
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Rohit Purkait retweeted
my 2cents after winning 20+ hackathons this year so in this video, i've explained exactly: > why the best ideas don't come from brainstorming > chithi, cofoundr and tastemaker, and the problem behind each > the two apps i built that nobody picked up, and why > the filter i check before i build anything > the extra filter that helped me win 20+ hackathons got a question you want me to answer? drop it in the comments, follow along, and share this with a friend who keeps saying "i have an idea"
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its finally time
Claude Fable 5.2 and Claude Mythos 5.2 are available now:
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Rohit Purkait retweeted
first in my bloodline to cross 1.8k followers grateful to everyone who have been part of the journey thanks for supporting my experiments and showing me that the decision i took at the beginning of the year is worth it time to go crazier
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my 2cents after winning 20+ hackathons this year so in this video, i've explained exactly: > why the best ideas don't come from brainstorming > chithi, cofoundr and tastemaker, and the problem behind each > the two apps i built that nobody picked up, and why > the filter i check before i build anything > the extra filter that helped me win 20+ hackathons got a question you want me to answer? drop it in the comments, follow along, and share this with a friend who keeps saying "i have an idea"
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I'm getting a lot of DMs lately. If I don't answer you, please don't think that I am avoiding something. I'm trying to respond to as many people as possible. But again, if you have any questions or anything, just DM me. I will make sure to reply to you, no matter what.
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