AI coding

Retrieval and search for agent context

• A Link Checker for Runbooks and Onboarding Docs
• A Preflight Print for a Retrieval Eval Run: Fields and Thresholds
• Chunking Code for Retrieval: Boundaries That Keep Functions Whole
• Linking Golden Queries to Source IDs That Survive a Re-index
• Retrieval vs a Fixed Context File: When to Swap
• Routing Retrieval Checks: Lexical Test vs Cross-Encoder
• Source IDs That Survive a Document Rewrite
• What to Index for Recurring Judgments