Sunday, May 31, 2026

Today's work focused on implementing new features, refining user experience, and enhancing security.

• *User Experience & Features:**

• We introduced persistent user personas and integrated them into the lead management workflow, allowing for more personalized interactions.
• The matching engine, AI personas, and Leads module were added, enabling users to match leads with the most suitable personas.
• The application now features locations exclusively within Coimbatore district, providing a more targeted user experience.
• User names are displayed dynamically across the application, enhancing user visibility and interaction.

• *Documentation & Planning:**

• A user guide document for the application was created to help users navigate and understand its features.
• A detailed plan for a Flask and MongoDB industrial real estate platform was added, outlining future development goals.

• *Security & Refinements:**

• CSRF protection was added to prevent unauthorized access, and admin access controls were refined to ensure secure user management.
• Automated tests for matching, personas, and Leads lifecycle were added to ensure the stability and reliability of the application.

• *Bug Fixes:**

• Saved progress at the end of the loop, preventing potential data loss.
• Transitioned from Plan to Build mode, ensuring a smooth development workflow.