Penny Echo AI Finance Tracker

This update focuses on stability, reliability, and long-term maintainability of the app. Version 1.0.46 does not introduce new user-facing features, but it significantly improves how existing functionality works under the hood. What’s improved in this version: • Refactored intent flow architecture across the entire app • Cleaner and more predictable behavior for analytics, transactions, receipts, voice, and text interactions • Improved follow-up intent handling for more consistent responses Analytics and insights improvements: • Fixed cashflow trend visualization issues • Improved category-based analytics markup rendering • Enhanced savings projections charts for clearer comparisons • More consistent value comparison rows in analytics views • Better handling of complex multi-markup analytics responses UI and screen-level improvements: • Major cleanup and optimization of the main screen code • Improved performance and structure of the Coach Hub components • More reliable transaction list linking and navigation • Reduced visual inconsistencies in analytics-related UI elements Stability and code quality enhancements: • Simplified and optimized internal intent cubit logic • Improved flow coordination between intent handlers • Reduced duplicated logic across intent implementations • Cleaner separation between intent processing, analytics logic, and UI rendering Testing and internal reliability: • Updated analytics intent flow tests to match the new architecture • Improved coverage for complex analytics scenarios • More reliable internal mock data used in tests Why this update matters: • Analytics responses are more stable and predictable • Financial charts and projections render more consistently • Intent-based interactions behave more reliably across different scenarios • The app is now better prepared for future feature development This release reduces technical debt while improving performance and stability. No action is required from you. Simply update the app and continue managing your finances with a more reliable and polished experience. Thank you for using PennyEcho and helping us improve with your feedback.