AI-Generated Queries Break Database Assumptions
Autonomous agents generate unpredictable query behavior that can destabilize databases without warning.
Safeguards assume stable, human-driven workloads
One rogue agent can overwhelm your database
Query patterns shift faster than manual tuning
Small shifts trigger runaway cost or bad query plans
Automatic Database Protection for Agent Workloads
QueryPilot enforces execution-time safety between AI agents and your database, preventing harmful queries before they impact production.
Filters destructive query execution plans
Keeps database load predictable, no manual tuning
Caches and routes only when patterns are safe
Constrains query behavior as agents adapt
Safe Database Behavior Under Agent Load
When agents generate queries at scale, database safety has to be enforced automatically.
Guardrails at Execution
Routing, caching, and execution paths are evaluated in real time to prevent unsafe query plans from reaching the database.
Correctness Under Change
Database behavior is kept stable across retries, replica lag, and topology changes, even as agent behavior evolves.
Selective Query Acceleration
Query caching is applied only when queries are safe and beneficial, without relying on 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
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