Observed

Docs-reviewed for the named companies (vendor-published case studies; not independently confirmed by TD). The direction is independently corroborated: major third-party production systems (ByteDance deer-flow, GPT-Researcher) build on LangGraph by their own published source. Vendor-adjacent quantitative metrics (star counts, blog-reported PyPI download figures) are excluded from this assessment as unreliable.