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

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.

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.

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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