📅 2025-11-25 — Session: Comprehensive Review and Strategy for Automation Practices
🕒 19:25–22:56
🏷️ Labels: Automation, Refactoring, AI, Legal, Operations
📂 Project: Automation
Session Goal:
The session aimed to review and strategize automation practices, focusing on past activities, current trends, and future improvements.
Key Activities:
- Journal Entry Parsing and Statistics Computation: Converted journal entries into structured data, computed statistics like entry counts and top tags.
- Refactoring Analysis: Analyzed refactoring activities from 2023-2025, identifying trends and pain points.
- Refactoring Playbook Development: Created a playbook and GitHub template for code refactoring.
- Automation Session Audit: Developed a checklist for auditing automation sessions.
- Annual and Biannual Automation Reviews: Conducted reviews for automation practices over several periods, identifying risks and strengths.
- AI-Native Platform Development Analysis: Reviewed evolution in AI platform development.
- Legal and Operational Analyses: Explored legal obligations for nurses and deployment plans for operations teams.
Achievements:
- Developed comprehensive insights into automation practices and refactoring methods.
- Created actionable playbooks and templates for improving operational stability.
- Identified key risks and areas for improvement in automation and AI orchestration.
Pending Tasks:
- Implement high-leverage fixes identified in automation reviews.
- Further investigate legal obligations and operational deployment plans for full compliance and efficiency.