Database Scaling & Sharding
Optimize slow queries, implement connection pooling, and shard massive databases to handle millions of rows per second.
What you might face
Your application is grinding to a halt because the database locks up during complex queries or heavy read operations.
How we engineer it
Implement PgBouncer for pooling, add read-replicas, index heavily-queried columns, and migrate to managed clusters (Neon/RDS).
The concrete outcome
Lightning-fast database response times capable of handling massive concurrency.
System Architecture Flow
Hover over the pipeline nodes to inspect our live engineering data-flow breakdown.
Audit & Profiling
We connect APM tools to identify which SQL queries are taking longer than 100ms.
Core Service Capabilities
Concrete engineering features we integrate into your digital footprint.
Connection Pooling
Deploying PgBouncer to prevent your app from exhausting PostgreSQL connections under heavy load.
Query Indexing
Analyzing slow query logs to build composite indexes that speed up searches by 100x.
Read Replicas
Offloading heavy reporting and analytical queries to separate clone databases to protect the primary node.
Database Sharding
Splitting massive multi-terabyte tables across multiple physical servers to maintain read/write speed.
In-Memory Caching
Injecting Redis or Memcached in front of the database to serve identical requests in <1 millisecond.
Supported Stacks & Infrastructure
We implement custom codebases tailored to your speed, scalability, and integration requirements.
Database Scaling Ops
PostgreSQL & RedisDeep engineering of SQL performance, including connection pooling, indexing, and read-replica distribution.
Platforms experiencing API freezes and slow load times due to massive concurrent database queries.
- Sub-Millisecond Caching
- Connection Pooling
- Complex Query Indexing
SaaS DB Rescue
Audited a freezing PostgreSQL database. Implemented PgBouncer, Redis caching, and GIN indexes.
"We thought we needed to rewrite our entire app. CanWe just fixed the database architecture in a week."
Query Performance
Statistical proof of performance gains from indexing, caching, and connection pooling.
P99 Query Latency
Comparison of engineering benchmarks (Lower is better).
Connections
Handled seamlessly by PgBouncer.
Read Speed
Offloading analytics to read replicas.
API Locks
Preventing CPU exhaustion on the primary DB.
Cache Hits
Serving identical requests instantly via Redis.
Common Questions
Everything you need to know about starting a project with this service.