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A practical guide to RAG that actually works in production
GuidesAUG 6, 2026

A practical guide to RAG that actually works in production

Beyond the tutorial: chunking strategy, retrieval evaluation, and the failure modes that only show up at scale.

Building your first MCP server: a complete walkthrough
GuidesAUG 2, 2026

Building your first MCP server: a complete walkthrough

Model Context Protocol lets any tool talk to any AI assistant. Here's how to wrap an internal API as an MCP server in under an hour.

When fine-tuning beats prompting (and when it doesn't)
GuidesJUL 28, 2026

When fine-tuning beats prompting (and when it doesn't)

A cost-and-quality framework for deciding between prompt engineering, RAG, and fine-tuning for a given use case.