Lessons
From the last year
Compound sources defeat per-item citation validation: your validation unit must match your provenance unit
llm-pipelines citations data-integrity validation attribution 724 tokens
litellm passthrough preserves Anthropic server-side web_search citations — no raw httpx needed
litellm anthropic web-search citations grounding 369 tokens