@_devdeep

Scaler | Backend Engineer | Distributed Systems • APIs • Scalability

devjournal.online
Joined December 2025
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Devdeep retweeted
agentX
@nikks_techie8h
Still hand picking UI components? Now no need to do it . Check out Avara UI. @Pranto39
Pranto C. | AI & SaaS Builder
@Pranto398h
I stopped hand-picking UI components. Now my AI agent builds the page for me, using redesigned @shadcn /ui-based components, through MCP. Meet AvaraUi.com : → 189 components → 24 website sections & app blocks → AI agents MCP support → Built on shadcn/ui 100% free. Try it now AvaraUi.com 👈
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Devdeep retweeted
agentX
@nikks_techie20h
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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Devdeep retweeted
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@D3bytes18h

Backend Series Ep 8: HTTP Status Codes Explained

Article · @D3bytes
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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
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@D3bytesOct 27
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
Edgex
@SahilExecOct 27
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. 🥲🔥
Ted | unfair.so
@notmiramuratiOct 26
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
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@D3bytesOct 27

Backend Series Ep 7: HTTP Headers, Request Body & Content Types

Article · @D3bytes
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Devdeep retweeted
agentX
@nikks_techieOct 27
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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@D3bytesOct 26

Backend Series Ep 6: HTTP Methods, URLs, Query Params & Path Params

Article · @D3bytes
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Replying to @alwayspriyesh
Claude + Grok
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Devdeep retweeted
agentX
@nikks_techieOct 26
Interviewer: If an LLM can answer questions about the future, does that mean it can predict the future?
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Devdeep retweeted
agentX
@nikks_techieOct 25
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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Devdeep retweeted
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@D3bytesOct 25

Backend Series Ep 5: Monolith vs Microservices. How Should You Structure a Backend?

Article · @D3bytes
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Devdeep retweeted
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@D3bytesOct 24

Backend Series Ep 4: Ways Frontend and Backend Communicate

Article · @D3bytes
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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
Edgex
@SahilExecOct 23
bro asked claude for an office and got a whole GTA side quest 💀
Jesse Rowe
@jessetroweOct 23
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
Edgex
@SahilExecOct 23
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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