
Cloud spend is an architecture decision made months earlier. Instance sizing is the symptom; data movement and idle capacity are the cause.
We push aggressively towards managed primitives, edge caching and request-level observability, so every rupee of infrastructure maps to a user-facing outcome.
The result is boring in the best way: predictable bills, clear headroom and no emergency migrations during a growth spike.