I stopped posting.
Not because X doesn’t work, but because focus does.
Finally placed 🔥
as a Forward Deployed Engineer.
Now documenting my journey toward a remote/global role🚀
DevOps • Cloud • AI automation.
Scenario: your app suddenly gets massive traffic.
Payments, emails, analytics everything triggers at once.
Direct service-to-service calls = chaos.
Kafka acts as a buffer:
events go into a stream → services consume independently.
Systems stay resilient even under heavy load.
Finally understood Kafka’s real purpose.
Your app suddenly goes viral.
Traffic spikes. Database latency increases.
Instead of scaling the DB immediately → cache hot data in Redis.
Same data. Faster reads. Lower load.
Small architectural decision, huge impact.
Learnt it the hard way :(