April 2026 focused on reliability and correctness of path handling in bytedance/deer-flow. Implemented a bug fix for path separator consistency and URL handling, preserving the separator style based on the base path, updating path manipulation utilities, and adding tests for trailing slashes and URL handling. This work reduces cross-platform path issues and URL edge-case bugs, improving stability for users across environments.

March 2026 monthly summary focused on reliability and accuracy of the Live Thinking Timer across two forks of the Cherry Studio codebase. No new features were released this month; primary effort was devoted to diagnosing and fixing a race condition that impacted thinking duration display during live updates. The fixes ensure the timer starts from a consistent baseline and that displayed elapsed time is correct during active thinking, improving user trust and data integrity for thinking analytics. Overall, this work reduces UI flicker and incorrect durations while maintaining existing block lifecycle semantics.