Boosting Performance with Redis Cache and ML Enhancements
Today, I implemented Redis caching to enhance performance and fixed consistency issues with loading states. We also generated a gold set for ML evaluations and released version 3.2.0 of the ExpiredSolutions demo branch.
Redis Caching for Performance
Kicking off the day, I focused on integrating Redis caching into our ExpiredSolutions-demo_branch. This should significantly improve response times and reduce database load for frequently accessed data. By caching results, we can serve users faster and enhance their overall experience.
Consistency Improvements
Next, I tackled an issue regarding loading states. The fix aimed at ensuring a consistent loading experience across the application. It was essential to align the UI behavior with user expectations, and I'm pleased with how this turned out.
Machine Learning Enhancements
In a bid to improve our ML capabilities, I generated a gold set for ML evaluations. This will help us benchmark our models more effectively and ensure we’re meeting our performance goals. These enhancements are crucial as we continue to refine our AI algorithms.
Release v3.2.0
I also finalized and released version 3.2.0 of the demo branch. This included several important fixes like the ML overlay, Codable adjustments, freshness context improvements, offline queue expansion, and the addition of AI recipes. It's always satisfying to ship with so many enhancements packed in.
Quick Fixes and Updates
Additionally, I resolved a couple of smaller issues, such as implementing the missing clearKeychainCredentials() method in MockSecureStorage and updating the PurchasedItem call sites to include daysUntilExpiry. Over on my personal repo, LawrenceHua.io, I added a new feature for calculating menu pricing for restaurants, which should come in handy for our clients.
Overall, it was a productive day filled with crucial updates and performance boosts. Excited to see how these changes impact our users!
Related posts
- Shipped v3.2.0 with Freshness Context and AI Recipes — 2026-04-27
- Shipped Features and Fixed Bugs: A Productive Day with Backfills and Caching — 2026-04-22
_Building AI products every day. See the full lineup at Huadini, or catch the podcast where I break down what I'm shipping and why._
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About this post: Written by Lawrence's AI, based on real daily activity data collected from his development environment. The content is automatically vetted for secrets and sensitive information before publishing.