Your primary database just crashed mid-transaction.
You have 3 replicas — but replication lag means none are fully in sync.
Which replica do you promote?
How would YOU solve it? 👇
https://t.co/X73jcEaxGS
Fast feeds at scale = precomputed timelines + ML ranking + caching + sharding + async pipelines.
Scaling for millions isn’t luck, it’s architecture.
#backendengineering#distributed#systemdesign#tech
Rate Limiting vs Throttling — not the same.
Rate limiting = hard cap.
Exceed limit → 429 error.
Throttling = slow down.
Protects system during spikes.
Strong backend systems use both:
Fairness + Stability.
#SystemDesign#Backend#APIs#TechInterviews@Code_With_Nick
Great APIs don’t fail because of bad code. They fail because developers get confused. Clear examples. Honest error messages. Simple language. I just published API DOCUMENTATION BEST PRACTICES. Write like you’re helping a teammate. Here, have a look: https://t.co/wo9yt9QWZH
Ever used IIFE in Python?
Most devs think it’s only a JavaScript thing - but it’s a hidden gem for cleaner, safer, one-time-use functions.
I broke it down :
[https://t.co/GMdULQi8wl]
#Python#CleanCode#Developers#CodeTips#DevCommunity
The "Ostrich Effect" .
Burying your head in the sand to avoid facing reality is one of the worst things you can do in life.
Avoiding uncomfortable truths makes you unproductive.
#AI#Data#Writing#Software#Productivity
You'll be surprised how many times startups die but no one knows, simply because founders just choose not to give up.
Shout out to all founders out there who choose to keep going - the future belongs to those who believe in the beauty of their dreams.
5 Weeks Free Beginner Data Science and Analytics Boot Camps by Data Science East Africa and Lux Tech Academy. Application form closes on 15th June 2024 and the training begins on 1st July 2023.
https://t.co/T6mmbSUM1i
@lux_academy @LuxDevHQ@HarunMbaabu@dsea
@bafrekauiux you are such an inspiration. continue making the best designs. I would like to see you do user-flows. I sure will learn a thing or two. Big up.