Databases
Data Layer

Databases

Database design, optimization and administration. SQL, NoSQL — we pick the right tool for the job.

Service philosophy

The database is the foundation of an application — poorly designed, it stops growth in 6 months. We design schemas with scale in mind, indexes for real queries, backups for real disaster recovery.

Scope

What this service covers

01Schema design (relational and document)
02Query optimization (EXPLAIN, indexes, denormalization)
03Migrations and schema refactoring without downtime
04Replication, sharding, partitioning (horizontal scaling)
053-2-1 Backup + Point-in-Time Recovery
06Monitoring (slow queries, connection pool, deadlocks)
How we work

Cooperation stages

01

Current schema audit

Top-N slowest queries, missing indexes, anti-patterns

02

Quick wins (1-2 weeks)

Most painful queries fixed quickly

03

Long-term refactoring

Phased fixes with tests, no production changes on Friday

04

Ongoing maintenance

Monthly performance reports, alerts on new slow queries

FAQ

Most frequently asked questions

01PostgreSQL or MongoDB?

PostgreSQL for transactions and relations (ACID, JOIN, mature ecosystem). MongoDB for documents with variable structure (CMS, events). Often a mix.

02When do you need Redis?

Cache (when the same data is read > 100×/min), session store, rate limiting, pub-sub. Cheap and fast addition to the main database.

03Schema migration without downtime — how?

Pattern: expand → migrate → contract. First add new column/table, code writes to both, migrate data in background, switch reads, then remove old. Zero downtime.

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Let's start

Databases — let's talk

Free project quote. Audit of the current state and a concrete next-step proposal.