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Building software applications that work well and are easy to use.

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name: 'Rajkumar',
role: 'Software Engineer',
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Recent Blog Posts

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Abstract diagram of self-contained requests flowing through a load balancer to interchangeable server nodes

Stateless MCP: How the Protocol Finally Learned to Scale

MCP's 2026-07-28 spec drops handshakes and session IDs. Here's why stateful transports broke cloud-native agents, and what the new request model actually changes for builders.

Aug 9, 2026
Abstract pipeline from a natural-language question to SQL results and charts

Generative BI Is Not Just Text-to-SQL: Designing an Agentic Analytic Pipeline

What it takes to turn a plain-English question into trusted SQL, charts, and answers: context retrieval, tool calling, execution loops, and live pipeline visibility.

Jul 10, 2026
Abstract diagram of an AI agent feedback loop: discover, run, verify, remember

Loop Engineering: Design Systems That Prompt Your AI Agents

How I stopped prompting turn by turn and started designing loops that discover work, run agents, verify results, and remember state across sessions.

Jun 28, 2026

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Rajkumar

Software Engineer passionate about building scalable applications.

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