AI & agents
Snapshot-tested RAG: reliable, not magic
RAG doesn't fall from the sky: you test the retriever and the prompt like code.
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Notes
Journal
Ship notes, craft posts, and product changelog.
AI & agents
AI & agents
Versioned AI skills with guardrails (refusal + PII redaction)
SkillForge wraps prompt + RAG retriever + guardrails, snapshot-tested before prod.
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AI & agents
Model Context Protocol in practice: rewiring tools to LLMs
MCP Hub: a registry of versioned, guarded tools that agents discover at runtime.
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