Engineering
Deploying AI Applications on AWS
A production playbook for Bedrock, Lambda, and vector stores.
Priya Nair·Jun 22, 2026·8 min
Blog
Engineering, AI, FinOps, and building at cloud scale.
A production playbook for Bedrock, Lambda, and vector stores.
How CostIQ cuts spend by 42% on average without touching your app.
The patterns behind resilient, scalable event systems.
Cold starts, idempotency, and the observability you'll wish you had.
The 12 controls that get you to SOC 2 the fastest.
From 100 to 100M requests without rearchitecting.
Chunking, retrieval, re-ranking — and where teams go wrong.
How we ship every PR to a real URL in under 8 seconds.
The index we built to hit sub-50ms retrieval at billion scale.