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A practical guide to RAG that actually works in production
GuidesJUL 16, 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 an MCP server in 2026: what's changed since launch
GuidesJUL 12, 2026

Building an MCP server in 2026: what's changed since launch

The Model Context Protocol went from a single vendor's launch to a Linux Foundation standard with 10,000+ live servers. Here's what that means for building one today.

When fine-tuning beats prompting (and when it doesn't)
GuidesJUL 8, 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.