Emmanuel Eke @CodeEmmanuelPy
Building robust, scalable systems with Python/FastAPI. GitHub: https://t.co/3Dx0sE8HJJ Abuja, Nigeria Joined October 2025-
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Manual testing my backend system is really taking time yikes Could take over a month. Over 100 well engineered endpoints. It's stressful but manual testing is very important to detect workflow gaps
@LoopandPixels Please where do you see these vacancies
Building distributed systems teaches humility. Everything works perfectly until: * the network fails * the worker crashes * the retry happens * the event arrives twice The real challenge isn't making software work. It's making it work when everything goes wrong.
The biggest lie in software engineering is that architecture is finished before implementation Real architecture happens when manual testing exposes the states, race conditions, and failure paths you never thought about Every serious system is eventually redesigned by reality
@Its_Nova1012 If there is a record and the API call failed then it's more like partial success you don't need that. rollback, so for every failure the partial updates are deleted
@Kaperskyguru What's your idea of a real backend system
@ishanxtwt @0xAbhiii 500 ms+ slow? Depends on the endpoint, some endpoints 500 Ms is fast others 100ms is slow
@Kaperskyguru Eager loading easily stops N + 1 The solution lies greatly in optimizing queries
@csaba_kissi @wickedguro I believe it's best to use a separate worker process if that's the case
@FastAPI Does telling ai make no mistake actually work? AI always finds a way to underperform almost as if it wants you to come back
@NehraWorkss Depends on the area of software engineering you want to join. At the end there are opportunities in all what matters most is your expertise
Check out my Gig on Fiverr: build a high performance fastapi backend with redis, celery and docker fiverr.com/s/dDy12A3
@Morh_gan12 Yup. Beginners need to broaden their scope
@BestofDem_szn Hello. X is indeed a full time job 😁. I've got no time for that
@DINESHVERM578 @X Is DSA and system design not part of backend?
@Shruti_0810 Java is good once you are using it right
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