Architecture & Infrastructure

System design, observability, and infrastructure patterns

5 articles in this category
The Art of Composable Architecture: Finding Harmony in Chaos

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...

February 19, 2025
4 min read

Ramakrishnan Annaswamy

Principal Architect

ArchitectureComposable SystemsEnterprise
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Decoding Modern eCommerce : Observability in an era dominated by Shopify and others

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...

February 18, 2025
6 min read

Ramakrishnan Annaswamy

Principal Architect

ObservabilityMonitoringSRE
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Sculpting the Edge for eCommerce: AI Proposals, Human Decisions

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...

April 29, 2025
3 min read

Ramakrishnan Annaswamy

Principal Architect

ArchitectureComposable SystemsEnterprise
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Code Fast, Fail Smarter: Why Observability Is Your Competitive Edge in the AI era

Code Fast, Fail Smarter: Why Observability Is Your Competitive Edge in the AI era

Balance speed and insight with intelligent feedback loops...

May 7, 2025
4 min read

Ramakrishnan Annaswamy

Principal Architect

ObservabilityMonitoringSRE
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Too Early, Too Late: Why Every Enterprise Needs an Agentic Architect (Now)

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.

July 31, 2025
8 min read

Ramakrishnan Annaswamy

Principal Architect

AI ArchitectureEnterprise AIGovernance
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