Vikash Singh @code_bytein
11+ Years in Tech | Backend | System Design | AI | Building, learning & sharing daily | Building https://t.co/q3a6pxtVuV | DM For Collab & work mylinx.in/code_bytein Joined February 2026-
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@suryanox7 We're getting smarter with AI tools, but risk getting lazier without critical thinking,the tool isnt the problem how we use it is.
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@NawazHosain Coffee is always on top
Vikash Singh retweeted
Most devs pick SQL or NoSQL based on hype. Here's when to actually use each: Use SQL when: • Data has clear relationships • You need ACID transactions • Schema is stable (banking, orders, users) Use NoSQL when: • Data is unstructured or changes often • You need massive horizontal scaling • Speed > consistency (feeds, logs, cache) The real answer? It's not SQL vs NoSQL. It's the right tool for the right problem. Senior devs don't pick favorites. They pick what fits. 🎯
@dev_nexus2011 Exactly! The best architects don't pick sides, they understand the problem first
@Dev_Lurker Perfect breakdown,transactional systems need SQLs reliability, real time and big data need NoSQLs speed. right tool, right job
Want to go deeper on this? I broke down exactly when to use SQL vs NoSQL ⬇️ x.com/code_bytein/st…
Most devs pick SQL or NoSQL based on hype. Here's when to actually use each: Use SQL when: • Data has clear relationships • You need ACID transactions • Schema is stable (banking, orders, users) Use NoSQL when: • Data is unstructured or changes often • You need massive
Senior Developer says: "Never delete data. Just mark it as deleted." Would you use soft deletes on every table? 🤔
@neerajjj6785 Depends on priorities: Brand+long term resume value -> Google
@ayesha_fatiima It doesn't search the web live, It searches a massive pre-built index, like looking up a word in a dictonary instead of reading every book
1,300+ people read this. If you want to stand out in tech, stop chasing certificates. Start building real things that solve real problems x.com/code_bytein/st…
Tech isn't saturated. Average effort is. A few years ago, knowing a framework was enough. Today you need: • Fundamentals • Communication • Real projects • AI tools • Continuous learning The people complaining about saturation are often competing with thousands of others
@NitishaAgrawal3 The real peril isnt AI itself -its racing ahead without solving alignment,safety,and accountability
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