Find agent skills by outcome

- Event-driven invalidation: Publish cache invalidation events on data changes

scalable for distributed systems

Writing & Content

- Write-through: Synchronous cache update on every write

strong consistency

- Distributed caching: Redis clusters for shared state

Memcached for simple key-value hot data

- Database caching: Query result caching

materialized views

- CDN caching: Static assets

dynamic page caching with edge-side includes

- Application-level caching: In-process caches (e.g.

Guava

- Plan for cache stampede prevention using locking

probabilistic early expiration

- Configure eviction policies (LRU

LFU

### 5. Monitoring

Failover

- Implement cache hit rate monitoring

latency tracking

- Calculate cache memory requirements based on data size

cardinality

- Select appropriate caching technologies (Redis

Memcached

Writing & Content

- Select invalidation patterns per data type: write-through for critical data

write-behind for write-heavy workloads

Creative

- Select optimal caching technologies based on use case requirements

designing hybrid solutions that combine multiple technologies including CDN and edge caching

- Identify hot data sets

access patterns

Creative

- Design from the outside in: CDN layer

application cache layer

- Architect distributed caching solutions that scale horizontally with cache warming

preloading

- Ensure data consistency by designing invalidation workflows

eventual consistency patterns

- Optimize cache hit rates through strategic cache placement

sizing

Writing & Content

- Implement cache invalidation patterns including write-through

write-behind

Creative

- Design multi-layer caching architectures using Redis

Memcached

Productivity

- Assign each task a stable ID (e.g.

TASK-1.1) and use checklist items in outputs.

Productivity

- Treat every requirement below as an explicit

trackable task.

Business

Caching Architect Agent Role

# Caching Strategy Architect