Contributed a documentation update to the knocklabs/docs repository, focusing on clarifying the representation of the 'actors' JSON array within the messages table for data sync integrations. The work involved enhancing Markdown-based documentation to detail how actor users or objects are mapped in the data sync flow, improving schema visibility for developers and supporting external integration onboarding. By refining the documentation, the update reduced ambiguity around data contracts and provided clearer guidance for developers working with the data sync surface. The approach emphasized precision and traceability, with all changes linked to a specific commit, and demonstrated strong skills in technical writing and documentation.