Architecture & Infrastructure
System design, observability, and infrastructure patterns

The Art of Composable Architecture: Finding Harmony in Chaos
When do you lean on out-of-the-box features, when do you tap into the ecosystem, and when do you break away entirely...
Ramakrishnan Annaswamy
Principal Architect

Decoding Modern eCommerce : Observability in an era dominated by Shopify and others
In the first 90 days of any new mission or assignment, I always ask my eCommerce counterparts, engineering leads, QA teams, and existing SRE teams one crucial question: “How do you watch the shop...
Ramakrishnan Annaswamy
Principal Architect

Sculpting the Edge for eCommerce: AI Proposals, Human Decisions
Do not ask one model and expect it all - Leaderboards are misleading, if you want to scale - be prepared to scale the OPEX of AI costs...
Ramakrishnan Annaswamy
Principal Architect

Code Fast, Fail Smarter: Why Observability Is Your Competitive Edge in the AI era
Balance speed and insight with intelligent feedback loops...
Ramakrishnan Annaswamy
Principal Architect

Too Early, Too Late: Why Every Enterprise Needs an Agentic Architect (Now)
The enterprise discovered AI agents too late to prevent shadow deployments, too early to have governance, and at exactly the wrong time to control either.
Ramakrishnan Annaswamy
Principal Architect