Devdeep

Scaler | Backend Engineer | Distributed Systems • APIs • Scalability

[Devdeep @_devdeep]

Linux users is this true 😂

[D3 Bytes @D3bytes]

https://t.co/kv5mNsJSYP

[Devdeep @_devdeep]

@alwayspriyesh Claude + Grok

[agentX @nikks_techie]

Interviewer:

If an LLM can answer questions about the future, does that mean it can predict the future?

[agentX @nikks_techie]

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?

[Devdeep @_devdeep]

@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.

[Devdeep @_devdeep]

@SakshiSugandhi Ai is the tutor now

[D3 Bytes @D3bytes]

https://t.co/z8Ly9HN9yk

[D3 Bytes @D3bytes]

https://t.co/NRqoGYa6Yg

[Devdeep @_devdeep]

@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.

[Edgex @SahilExec]

bro asked claude for an office and got a whole GTA side quest 💀

[Edgex @SahilExec]

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 🔥

[D3 Bytes @D3bytes]

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.

[D3 Bytes @D3bytes]

https://t.co/jDAsc58Rxo

[Devdeep @_devdeep]

@alwayspriyesh Great share bro

[Devdeep @_devdeep]

@code_bytein Use a distributed cache like Redis to store the restaurant list for the area and set a TTL of a few minutes. All 100k requests hit the cache, not the DB.

[Devdeep @_devdeep]

@Saanvi_dhillon I'd add read replicas, cache hot data in Redis, paginate results and keep the API stateless so the DB stays light.

[Devdeep @_devdeep]

@kav_kavi11 2nd one

[D3 Bytes @D3bytes]

https://t.co/oxJuEXgRj3

[Devdeep @_devdeep]

@code_bytein What type of projects would you suggest bro

[Devdeep @_devdeep]

How do you become a good Backend Developer in 2026?

What skills should every backend developer master?

What should beginners focus on, and what should they stop wasting time on?

I want to hear from experienced developers and beginners alike.

What's your advice? 👇

[Devdeep @_devdeep]

@alwayspriyesh People are already working on it buddy