In January 2026, Idodin worked on the facebook/flow repository, delivering a refactor of the LLM context request method and introducing workspace folder handling to improve context awareness for AI agents. Using JavaScript and OCaml in a full stack environment, Idodin enhanced the clarity and functionality of the API, enabling more robust multi-workspace agent workflows. The technical approach included updating and expanding the test suite to validate the new structure and ensure ongoing stability. By maintaining clear change traceability and focusing on test coverage, Idodin’s work improved the reliability and predictability of LLM interactions without introducing regressions.