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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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Graph Engineering: Why Structure Beats a Bigger Model

Standard RAG finds similar text. Graph engineering walks the chain of causes. Here is the eight-layer architecture I would actually build, and why long context is the right engine for it.

Aug 17, 2026
Abstract plugin box wrapping connected modules for rules, skills, MCP, and hooks

How to Create a Cursor Plugin: Context Engineering You Can Install

Plugins are how you ship rules, skills, agents, MCP, and hooks as one bundle. Here's the structure, local workflow, and practices that keep agent context lean.

Aug 17, 2026
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

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Rajkumar

Software Engineer passionate about building scalable applications.

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