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.
Hey, I'm Rajkumar
I'm a software engineer. I work on multi-agent systems and full-stack apps, and I write here about what I learn while building them.
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name: 'Rajkumar',
role: 'Software Engineer',
location: 'India'
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Recent Blog Posts
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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.
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.
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