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Week 7

(July 15, 2025 – July 21, 2025)

Meeting 7​

(July 18, 2025)

Attendees​

Discussions​

  • Walked through heartbeat implementation and memory-aware parallelization logic.
  • Discussed challenges with SIGTERM signal handling for agent cancellation.
  • Shaheem shared helpful documentation on process signal handling strategies in Python.
  • Reviewed improvements in process management and configuration defaults.

Updates​

  • Heartbeat functionality is now fully integrated and working as intended for all worker processes.
  • Removed hardcoded memory limit configuration.
  • Implemented a dynamic adjustment mechanism that reduces the number of worker processes based on available system memory.
  • Lowered the default number of parallel jobs to a safer.
  • Began work on capturing SIGTERM to cleanly shut down all worker processes when the agent is canceled.
  • Facing some technical challenges in implementation—discussed with Shaheem and received relevant documentation for further debugging.

Plan for Next Week​

  1. Finalize and fully implement shutdown behavior when a user cancels the agent (SIGTERM handling).
  2. Ensure job status and disclaimers are properly reflected in the Job View UI.