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Sources Used
Token Usage
Input:
Output:
Cache read:
System Prompt
Context passed to Claude
KB chunks:
Changelog entries:
Few-shot examples:
Cache strategy: KB context + system prompt cached with cache_control: ephemeral
Model
claude-sonnet-4-6
Retrieval strategy
Dense vector search (top-10) + BM25 keyword search (top-10)
Fused with Reciprocal Rank Fusion (k=60) → top-5 KB chunks
Role-aware filtering: results filtered to role + "general"