Monthly Archives: November 2025

Your AWS Lambda Deployments Can Suddenly Stop — Here’s the Quota Nobody Talks About

By | December 31, 2025

AWS Lambda is widely loved for its simplicity, auto-scaling, and frictionless deployments. You deploy code, AWS handles the scaling, and everything “just works”. Beneath that convenience lies a largely unknown and rarely discussed limit that can suddenly bring your entire CI/CD pipeline to a halt: If your Lambda-heavy compute has a lot of functions deployed… Read More »

Building Scalable GenAI Apps on AWS: From Prototype to Production

By | November 8, 2025

TL;DR Project timeline snapshot Phase Day Milestone Kickoff 0 Backlog crosses 1,200 tickets; AI assistant charter approved. Prototype (Act I) 3 Bedrock-based helper drafting answers with lineage and manual QA. Reliability (Act II) 14 RAG + eval harness hits ≥85% correct with citations. Production hardening (Act III) 28 Guardrails, SLOs, CI/CD, and cost controls live… Read More »