Quota Accuracy and Platform Performance Gains

November 10, 2025

This release focused on making EnginifyAI’s quota system more accurate and the platform faster. Users who noticed their library or prompt counts showing incorrectly will find those numbers now reflect reality, and several behind-the-scenes improvements make the platform more responsive overall.

Bug Fixes

• Quota display now shows correct resource counts. Previously, the Libraries stat card could show 0 even if you had dozens of libraries. The system now accurately tracks and displays your total libraries, prompts, and versions using a more reliable counting method.
• AI credit calculations corrected for advanced models. Credit deductions for OpenAI’s O1 models were being calculated at the wrong rate. This has been fixed so your credit balance accurately reflects actual usage when using these models.

Improvements

• Faster quota and usage page loads. The API powering the quota and usage pages has been optimized with parallel data fetching, resulting in noticeably faster load times when checking your usage.

Infrastructure

• Redesigned resource tracking architecture. The platform now separates persistent resources (libraries, prompts, versions) from monthly-resetting resources (credits), providing a more reliable foundation for accurate usage reporting going forward.