Abhinav Prakash (@NeurlAP) header
Abhinav Prakash (@NeurlAP) profile picture

Senior Applied Gen AI Engineer @PocketFM_App · prev Backend @mydukaanapp

Bangalore
Joined January 2018
Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)Photo by Abhinav Prakash (@NeurlAP)
Thank you sir❤️. #GameOn (Literally waited 3.5+ months for using this hashtag) cc: @suumitshah @subhashchy
This was indeed the best pitch i have ever received for a job role at Dukaan. Here it is if you want to see what and excellent pitch looks like and what never give up approach really is. A thread of his texts. Welcome to Dukaan Abhinav.
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Abhinav Prakash retweeted
What's impressive is that agents run within your own infrastructure, using your own data and models. Combining trace-level debugging with plain-English fixes while keeping full control of execution is a brilliant approach. 👏
1/5 Domain experts can’t touch the code. Engineers can’t fix what they can’t judge. So we built Agent Doctor. A lawyer, banker or doctor opens a run, finds the broken step, and fixes it in plain English. No agent code changes. No redeploys. Your agent stays on your servers. Two lines to start.
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Abhinav Prakash retweeted
This is super cool! Video made with @genmotionhq 🫶
1/5 Domain experts can’t touch the code. Engineers can’t fix what they can’t judge. So we built Agent Doctor. A lawyer, banker or doctor opens a run, finds the broken step, and fixes it in plain English. No agent code changes. No redeploys. Your agent stays on your servers. Two lines to start.
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1/5 Domain experts can’t touch the code. Engineers can’t fix what they can’t judge. So we built Agent Doctor. A lawyer, banker or doctor opens a run, finds the broken step, and fixes it in plain English. No agent code changes. No redeploys. Your agent stays on your servers. Two lines to start.
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4/5 What’s in it today: • Tweak & Re-run: change the prompt, model or temperature on one step or several, re-run the whole agent on your own servers, and see what the final output becomes • Probe: an AI debugger that bisects a bad run down to the step that broke • Consistency Checker: replays a step 10× on the same input and shows you which steps don’t give the same answer twice • GEPA: evolves your prompt across generations and scores each one on your own examples Every one of them works from the dashboard. No code.
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5/5 This is the first step. More is coming. Built as a side project with @im_ankitjais12 . Thanks to @souravinsights and @iNishant for testing early and telling us exactly what to improve. If you know someone stuck between an engineer and a domain expert, send them this. Start free: theagentdoctor.com Launch video made with genmotion.dev by @haxzie_ Music: Beethoven, Moonlight Sonata, performed by Paul Pitman (musopen.org)
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Abhinav Prakash retweeted
Came to Pondicherry to clear my head, and somehow an @Airbnb mess has consumed all my energy. We booked a beautiful sea-view property through bnb. The pictures and videos looked great. But when we arrived, it was a completely different story. The place was dirty, mirrors were covered in spots, nothing was properly cleaned, and there was barely any space to move around. It felt nothing like what was advertised. We immediately called the host and explained the situation. He told us we could check out within 5 minutes and receive a full refund. We literally checked out the next minute. Since then, we've been going back and forth with @AirbnbHelp . We recorded the conversation with the host and shared all the evidence, but we're still waiting for a clear confirmation on our refund. Meanwhile, we were left roaming the streets of Pondicherry late at night, trying to find another place to stay. We eventually booked another Airbnb, i think that also costs more. @Airbnb says they're looking into it. But what exactly is there to investigate when we have the conversation, the evidence and the host's own confirmation? We don't expect this kind of experience from a platform like @Airbnb. A trip we planned to unwind has turned into a complete headache. Has anyone else faced something similar with @Airbnb? @AirbnbHelp @Airbnb_in @Airbnb @bchesky @amanpreet_bajaj
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Moved to BLR and missing my weekend rides in Jharkhand. Twitter algo, connect me to fellow BLR riders 🥹🙏
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Hello folks, today im launching antidraw. an opensource product design & prototyping canvas for your coding agents powered by real code. all my creative outputs for the past few weeks where made in antidraw, including this launch video. i'd love for you to try and give feedback for the alpha.
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Abhinav Prakash retweeted
1/ the tiny design details decide how any software feels. the motion, the states, the UI details you don't notice until they're missing. i build a lot of personal side projects and most of my time goes into crafting those moments.. here are some of my favourites 🧵
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Old Gods 🚀
Zomato District poasting Wrath of INDRA with Immigrant song. Never in my entire life I thought we’d be witnessing something like this on the mainstream media. And yes, we’ve never been so back.
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We got neural vibe coding before gta 6 .
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math. It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training. We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵 Blog: rikiyat.github.io/blog/weigh…
Readers added context they thought people might want to know
LLM was given weights explicitly as text in prompt and used code/forward passes (per authors' logs) to ablate Qwen looping direction, a known thinking-mode issue per model card. Primarily fixed repetition in that mode, not general 'natively' improving weights/math. rikiyat.github.io/blog/weight-sp… github.com/RikiyaT/lm_und… huggingface.co/Qwen/Qwen3.5-0… huggingface.co/RikiyaT/Qwen3.…
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Abhinav Prakash retweeted
this diwali, i am gonna reignite the light of my eyes
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Abhinav Prakash retweeted
this tuesday, I will join the Neatlogs team for a live webinar on everything evals it's going to quite interesting, do join ;)
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Abhinav Prakash retweeted
this isn’t said enough but massive respect to the @opencode folks for building a solution with good free models I used to be very concerned young devs or ones from less wealthy countries would be priced out, glad someone is working to prevent that
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Abhinav Prakash retweeted
My wife is an animal rescuer and today, she got badly assaulted by some people in dommasandra village area @BlrCityPolice we are at varthur police station. Need your support.
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Abhinav Prakash retweeted
1/8 🧵 Outrageous treatment by @AkasaAir on flight QP1904 (BLR–AMD), 20 Oct 2026. My friend, a physiotherapist herself, suffered a complete ACL tear and knee injury. Despite medical clearance and advance notice, ground staff left her crying in pain.
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