Development » aiaxio

Issue Description: Cleanup and Monitoring of TAAFT-Related Data¶

Background¶

In order to ensure the removal of any TAAFT-related content from the tool data, the following actions have been implemented:

Completed Tasks¶

1. Data Cleanup:

   • Cleaned existing data in the entire database to remove all TAAFT-related content.
   • The cleaning process ensures that no TAAFT-related references remain in the tool data.

2. Gemini Prompt and Data Cleaning Strategy:

   • Updated the Gemini prompt used for data processing.
   • Modified the data cleaning strategy to identify and remove TAAFT-related data from tool data automatically.

3. Backup Alerting System:

   • Created an alerting system to monitor and notify the team if any scraped tool contains TAAFT-related content.
   • Notifications are sent to Discord to ensure prompt attention and action.

4. Tool State Management:

   • Implemented a system where tools containing TAAFT-related data are moved to a review state.
   • This ensures that no tool with TAAFT content remains in aiaxio.com and can be addressed before being published again.

Expected Outcome¶

• All TAAFT-related references have been completely removed from the tool data.
• Any tool containing TAAFT references is automatically flagged and moved to the review state for review.
• Real-time alerts are set up to notify relevant teams about tools with TAAFT-related data.

Next Steps¶

• Ensure that tools in the review state are reviewed for any further TAAFT content and moved to approved state after manual check.
• Continue monitoring the alerting system for any new tools with TAAFT references.