Jaswanth Beere

Vivly got accepted into @fdotinc Canopy and @Devlabs_club Momentum. Startup environments where people build, share, and push each other forward have compounded for me in ways nothing else has. Back in October, getting into @enter_delta by @theresidency was a turning point. I wrote my first post on X, met amazing people, hosted events in Delhi, and even got my first enterprise client. I would love to connect and talk to people who are part of these programs :) Thank you so much @hthieblot, @adriannalakatos, @geeky_dan, @BhoomiSinghani, and the whole team behind this.

@mslattcat @Devlabs_club @fdotinc @enter_delta @theresidency Thank you✨

@JaswanthBeere @Devlabs_club @fdotinc @enter_delta @theresidency Congrats! Can’t wait to read more about it!!!

Vivly got accepted into @fdotinc Canopy and @Devlabs_club Momentum. Startup environments where people build, share, and push each other forward have compounded for me in ways nothing else has. Back in October, getting into @enter_delta by @theresidency was a turning point. I wrote my first post on X, met amazing people, hosted events in Delhi, and even got my first enterprise client. I would love to connect and talk to people who are part of these programs :) Thank you so much @hthieblot, @adriannalakatos, @geeky_dan, @BhoomiSinghani, and the whole team behind this.

@yoitsmanan @localhostIND Congratulations🎉 lessgoo✨

update: joined @localhostIND 's founder program, also ate a kitkat today :)

@AskBaluBabu @fdotinc @Devlabs_club @enter_delta @theresidency 🔥

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency GG

@Nikhil_Sudhan_J @fdotinc @Devlabs_club @enter_delta @theresidency To the 🌕

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency 📈📈📈

@DoUnknown16 @fdotinc @Devlabs_club @enter_delta @theresidency Thank you✨

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency congrats jaswanth!!

@Ashf03 @fdotinc @Devlabs_club @enter_delta @theresidency Yeah, time to lockin😎

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency Lockin ⌨️🖱🍟🐐

@Ashf03 Beautiful

The signal engine is a pure function that runs on each new step snapshot. It takes the full history of steps plus two persistent streak maps (one for non-attention layers, one for attention layers) and returns a signal if one fired, or null. The streak maps are the only stateful part: they persist across steps so that dead layer detection can track how many consecutive steps a layer has had near-zero gradient. Everything else is computed fresh from the step history.

Did you break your LLM with fine-tuning? You probably don't know. Ergo, At @AquinF03, we built the strongest training inspection system: step & layer level, full audit trail! Here's how it works:

@CarbonLongstraw Congratulations✨

Excited to announce this partnership with Blue Layer. Turning agri-waste into durable carbon removal with traceable, audit-ready dMRV. Onwards to scaling biochar ! #cdr #biochar

@_harshitsolanki @fdotinc @Devlabs_club @enter_delta @theresidency Thank you✨

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency lfg congrats!!🔥

@Pushkar11420566 @fdotinc @Devlabs_club @enter_delta @theresidency Thank you bro✨

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency Congrats Man!

@AadityaYuvraj @fdotinc @Devlabs_club @enter_delta @theresidency Thank you✨

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency Congrats Jaswanth

@enter_delta @fdotinc @Devlabs_club @theresidency Lessgoo✨

@JaswanthBeere @fdotinc @Devlabs_club @theresidency 🫶🚀

@aiwithvirakti @fdotinc @Devlabs_club @enter_delta @theresidency Thank you so much✨

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency Congratulations boii🎉 proud of youuuuu:)

@sachee__sells @fdotinc @Devlabs_club @enter_delta @theresidency Ayy, thank you so much✨

@JaswanthBeere @fdotinc @Devlabs_club @enter_delta @theresidency This is soooo insane, so happpy for yaaaa. Let’s goooo, congrats.

@MaxMill06 @aditshri_ Insane

@aditshri_ same thing but with a world model

“we got gta bangalore before…”

@Ashf03 @WTFxZo @scaletogether Ayy, thank you :) I used Three.js for this

@JaswanthBeere @WTFxZo @scaletogether You cooked homie!! What lib used there? Cause thats one sick representation haha

I have always wanted to build an agent that runs X pages and shares interesting daily insights from Reddit. Think prediction markets, new AI models, all the niche stuff. I finally built it at the @WTFxZo x @scaletogether hackathon. It fetches, evaluates, and auto-posts the best discussions to X. I'm gonna keep iterating and deploy this thing. Huge shoutout to @Boldrin71 and @swarup_devansh for hosting the event.

@VivGadepalli and I had a great time at the first-ever in-person YC Startup School in India. Got to hear from amazing operators like @aadit_palicha (Zepto), @lkeshre (Groww), @mukundjha (Emergent) + more. Huge thanks to @ycombinator and partners @snowmaker, @jonxu & @agupta for making it happen. Wrapped it up at the @staaakeIN YC afterparty, and a huge shoutout to @dachosenone35 for hosting an epic night. Also got to catch up with my Delhi gang @MaxMill06, @sneha_agi, @_harshitsolanki, and finally met @eshaangulati_ IRL :)

@zahlekhan @WTFxZo @scaletogether Thank you. For sure, let’s talk in dm

@JaswanthBeere @WTFxZo @scaletogether looks cool, would love to see a demo