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vanitha natarajan
vanitha natarajan

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Hello Dev.to โ€” Lessons from Systems That Worked in Dev (and Failed in Prod)

Hi everyone ๐Ÿ‘‹
Glad to finally join the Dev.to community.

Iโ€™m a backend-focused software engineer with 15+ years of experience, mostly working on APIs, databases, and production systems.

Early in my career, I believed that if something worked well in development, it was โ€œdone.โ€
Production quickly taught me otherwise.

Over the years, Iโ€™ve seen the same patterns repeat:

  • APIs that work fine in dev but slow down in production
  • Databases becoming bottlenecks as data grows
  • Issues that arenโ€™t bugs, but missing assumptions
  • Monitoring added only after users complain

These experiences shaped how I design and review systems today.

What I plan to write about here

  • API design and production readiness
  • SQL performance and common real-world mistakes
  • Backend and system design lessons
  • Why dev success doesnโ€™t always translate to prod stability

My goal is to share practical, experience-driven insights โ€” not theory, not hype.

Looking forward to learning from all of you and contributing where I can.
If thereโ€™s a topic youโ€™d like me to cover first, Iโ€™m happy to hear suggestions ๐Ÿ™‚

Thanks for the warm community ๐Ÿ™Œ

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