Reports contain fabricated web sources and content that appear real when no relevant context was actually found, misleading users (especially with custom retrievers returning empty results).

The write_report method passes empty context to the LLM when no relevant sources are retrieved (e.g., custom RAG returns nothing), causing the LLM to hallucinate realistic-looking sources and content instead of handling the no-data case explicitly.