Technology
Redis
In-memory caching and data structures — hot key protection, eviction policy tuning, and stampede mitigation.
Higher cache hit rates
Protected hot keys
Lower origin load under spikes
Capabilities
How we use Redis
Practical patterns validated under load — not tool demos.
Cache strategy design
TTL policies, key naming, and invalidation paths aligned to access patterns.
Stampede prevention
Probabilistic early expiration, locking, and coalescing patterns validated under load.
Memory and latency profiling
Identify slow commands, fragmentation, and connection pool limits before they bite.