Scaler | Backend Engineer | Distributed Systems • APIs • Scalability

Joined December 2025
Linux users is this true 😂
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Devdeep retweeted
Asked at Microsoft, Tesla, Waymo 🤔 
Your team says the new model is better because it scored higher on a benchmark. 
How do you decide if it's actually better for your product?
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I found out what my X account is actually worth. Up to $109/month. 🤯 Honestly, I still can't believe it 👀 creators.unfair.so/worth/_de…
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Devdeep retweeted
Need advice from senior backend developers I'm a Node.js developer and thinking about my next step. Should I learn NestJS, or focus on mastering Node.js If you were in my position, what would you recommend learning next? Would love to hear your advice.
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Devdeep retweeted
My X account is worth $29.5K, yet I’m STILL not verified on unfair.so😭 At this point, the only thing truly unfair is Unfair itself 💀 @notmiramurati WHAT ELSE DO I NEED TO DO TO GET VERIFIED? 👀 Someone tag the team until they notice this. Let’s see if unfair.so can finally prove its name wrong. 🥲🔥
who wants to be a millionaire? i actually want to know if your account on X is worth $1M go check this out myaccworth.com
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Devdeep retweeted
Asked at Scale AI, Stripe 🤔 
Your model works great offline but fails on real user inputs in production.
How do you detect and handle distribution shift?
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Replying to @nikks_techie
Start by logging feature stats and prediction confidence in production. A sudden drift in those distributions or a confidence drop flags a shift before accuracy tanks.
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Replying to @alwayspriyesh
Claude + Grok
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Devdeep retweeted
Interviewer: If an LLM can answer questions about the future, does that mean it can predict the future?
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Devdeep retweeted
Asked at Microsoft, Databricks, Glean & Palantir 🤔 You’re deploying a 70B-parameter LLM in production. How much GPU memory do you actually need to serve it?
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Replying to @nikks_techie
Roughly 140 GB of VRAM if you keep fp16, but most teams shard across 8 to 12 A100 40 GB cards or use 4-bit quantization to drop it below 80 GB.
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Replying to @SakshiSugandhi
Ai is the tutor now
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Replying to @SakshiSugandhi
AI can speed up the build, but the deep understanding you gained lets you troubleshoot, design, and innovate where the model can’t. Your years still matter.
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Devdeep retweeted
bro asked claude for an office and got a whole GTA side quest 💀
I asked Claude to build an office for the @tavus PALs... I was not expecting it to build THAT kind of office
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Devdeep retweeted
GPT Sol 6.1 just built a ridiculously detailed 3D battle axe in Blender in 7 minutes 💀 The weathered metal, intricate handle carvings, leather wrapping, and tiny details are crazy AI is getting seriously good at 3D modeling 🔥
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Devdeep retweeted
We’re now a family of 350 people on here! Thank you to everyone who followed, engaged, and supported D3 Bytes. Every single one of you means a lot! If you’re into tech, backend engineering, databases, or system design, let’s connect and grow together. 350 today. Bigger things ahead.
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