Windsurf
performance
Cascade Disabled Cache Invalidation Logic
Users see stale cached data after Cascade refactored cache management. Data is updated in database but cached version isn't invalidated, so users continue seeing old information until cache expires naturally (after hours or days).
Cascade likely removed @CacheEvict annotations or cache clearing logic.
Error Messages You Might See
Stale data served from cache
Cache not invalidated after update
Users see outdated information
Common Causes
- Cascade removed @CacheEvict or @CacheEvict methods during refactoring
- Cache key structure changed without updating eviction logic
- Cascade removed cache invalidation from update/delete operations
- Cascade removed RedisCache invalidation after data mutations
How to Fix It
Add @CacheEvict to methods that modify data (save, update, delete). Specify cache names and keys. Use allEntries=true to clear entire cache if needed. Test that reading modified data returns fresh data. Use Redis CLI to verify cache is being cleared: KEYS * to see cache keys, DEL to clear.
Real developers can help you.
Omar Faruk
As a Product Engineer at Klasio, I contributed to end-to-end product development, focusing on scalability, performance, and user experience.
My work spanned building and refining core features, developing dynamic website templates, integrating secure and reliable payment gateways, and optimizing the overall system architecture.
I played a key role in creating a scalable and maintainable platform to support educators and learners globally.
I'm enthusiastic about embracing new challenges and making meaningful contributions.
Sage Fulcher
Hey I'm Sage! Im a Boston area software engineer who grew up in South Florida. Ive worked at a ton of cool places like a telehealth kidney care startup that took part in a billion dollar merger (Cricket health/Interwell health), a boutique design agency where I got to work on a ton of exciting startups including a photography education app, a collegiate Esports league and more (Philosophie), a data analytics as a service startup in Cambridge (MA) as well as at Phillips and MIT Lincoln Lab where I designed and developed novel network security visualizations and analytics. I've been writing code and furiously devoted to using computers to make people’s lives easier for about 17 years. My degree is in making computers make pretty lights and sounds. Outside of work I love hip hop, the Celtics, professional wrestling, magic the gathering, photography, drumming, and guitars (both making and playing them)
Jen Jacobsen
I’m a Full-Stack Developer with over 10 years of experience building modern web and mobile applications. I enjoy working across the full product lifecycle — turning ideas into real, well-built products that are intuitive for users and scalable for businesses.
I particularly enjoy building mobile apps, modern web platforms, and solving complex technical problems in a way that keeps systems clean, reliable, and easy to maintain.
BurnHavoc
Been around fixing other peoples code for 20 years.
Pratik
SWE with 15+ years of experience building and maintaining web apps and extensive BE infrastructure
Luca Liberati
I work on monoliths and microservices, backends and frontends, manage K8s clusters and love to design apps architecture
Costea Adrian
Embedded Engineer specilizing in perception systems. Latest project was a adas camera calibration system.
Krishna Sai Kuncha
Experienced Professional Full stack Developer with 8+ years of experience across react, python, js, ts, golang and react-native. Developed inhouse websearch tooling for AI before websearch was solved : )
Taufan
I’m a product-focused engineer and tech leader who builds scalable systems and turns ideas into production-ready platforms.
Over the past years, I’ve worked across startups and fast-moving teams, leading backend architecture, improving system reliability, and shipping products used by thousands of users. My strength is not just writing code — but connecting product vision, technical execution, and business impact.
Matthew Jordan
I've been working at a large software company named Kainos for 2 years, and mainly specialise in Platform Engineering. I regularly enjoy working on software products outside of work, and I'm a huge fan of game development using Unity. I personally enjoy Python & C# in my spare time, but I also specialise in multiple different platform-related technologies from my day job.
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Get HelpFrequently Asked Questions
How do I invalidate cache in Spring?
Use @CacheEvict(cacheNames='cacheName', key='#userId') on update methods. Use allEntries=true to clear all.
How do I debug cache issues?
Use Redis CLI KEYS * to see cached data. Monitor cache hits/misses with metrics.