πŸ“… 2025-04-19 β€” Session: Applied Reverse Engineering in PromptFlow

πŸ•’ 19:10–19:55
🏷️ Labels: Reverse Engineering, Promptflow, Execution, SDK, Flowpower
πŸ“‚ Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to deepen the understanding of run() functions within the PromptFlow environment, focusing on reverse engineering techniques to enhance future development strategies.

Key Activities

  • Applied reverse engineering techniques to understand the architecture and functionality of run() methods.
  • Clarified the concept of β€˜client’ in technology, covering API clients, SDK clients, and client-server architecture.
  • Explored the execution logic of PromptFlow, including the PFClient._run(...) method.
  • Analyzed the Run class in Flowpower, focusing on metadata and execution management.
  • Planned a strategic transition to a Tech Lead/Product Engineer role by designing a minimalistic SDK and CLI toolkit for PromptFlow.
  • Detailed the orchestration and execution management in PromptFlow, emphasizing integration with Flowpower.
  • Examined the AbstractExecutorProxy in PromptFlow for executing flows.

Achievements

  • Gained insights into the execution and management of flows within PromptFlow.
  • Developed a strategic plan for transitioning to a Tech Lead/Product Engineer role.

Pending Tasks

  • Implement the strategic plan for the Tech Lead/Product Engineer role transition.
  • Further explore the integration of PromptFlow with other systems for enhanced functionality.