Why traditional caching fails at scale
Modern applications generate queries dynamically, making manual caching brittle.
Generated SQL is hard to predict
Cache keys explode in complexity
Invalidation logic becomes fragile
Teams spend cycles maintaining correctness
How Readyset automates query caching
Readyset analyzes queries in real time and caches them safely at the SQL layer.
Dynamic query analysis at runtime
Automatic query selection and caching
No cache keys, no TTLs, no manual rules
Incremental updates that keep cached results fresh
Performance, without the pain.
Automatic query caching eliminates manual cache rules, constant query monitoring, and ongoing re-tuning as workloads change.
Caching on autopilot.
Caching behavior is driven by observed production workloads, not assumptions or manual intervention.
Correctness that keeps up.
Cached results stay safe and up to date through real-time updates, even as data and workloads change.
Scale without surprises.
Performance scales predictably as traffic grows, without cache misses, thundering herds, or manual tuning.
See how others solve this challenge
Explore guides and engineering stories from teams using Readyset.

How We Reached 4.3 Million QPS for MySQL and PostgreSQL workloads on a Single Readyset Node
Readyset now serves 4.3 million queries per second from a single node, more than 6x what we could do on the same hardware before. We got there by profiling the serving path, fixing the bottlenecks we found, and measuring again. The result is not only higher throughput, but lower latency and much better use of the hardware.

Lemit Trusts Readyset to Reach 100K QPS on MySQL, Without Changing a Single Line of Code
When vertical scaling, read replicas, and MEMORY tables weren't enough, Readyset's SQL-level caching broke through the ceiling, delivering over 109,000 queries per second on MySQL.

Hussle Technology Trusts Readyset QueryPilot to Handle Peak-Season MySQL Load
About the Customer: Hussle Technology Hussle Technology is a global leader in direct sales and field-sales enablement software, empowering brands and their distributed seller networks with tools to sell smarter, faster, and at scale. The platform centralizes content management, learning and onboarding, AI-driven task automation, live selling, real-time analytics, and engagement tools into a single configurable system designed specifically for direct selling and affiliate organizations. Hussle
Frequently Asked Questions
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