Keep product data trustworthy
Constraints, transactions, and indexes help teams keep their source of truth clean while the application grows around it.
Core Skill
PostgreSQL
A core skill we ship with to build dependable product data layers. One database for transactions, reporting, and evolving product needs keeps the team aligned and the system manageable.
Why we ship with PostgreSQL
PostgreSQL gives us a reliable default for product data, reporting, and growth. Strong relational modeling plus flexible JSON support keeps the system practical as teams scale.
Support reporting without a second system
Product metrics, operational dashboards, and ad hoc analysis can sit in the same place instead of being split across tools too early.
How we use it to ship products
We use PostgreSQL where product data needs to stay safe, queryable, and easy to grow with.
Core application data
Users, orders, billing, and workflows live in structured tables so the product logic stays easy to understand.
Analytics and reporting
Dashboards and product analysis can query live data or curated views without moving the truth into a separate tool too early.
Flexible JSON where it helps
Use relational columns for the stable parts and JSON for the parts that need to evolve without schema churn.
Performance and scale
Indexes, query tuning, and sensible partitioning keep the database responsive as product usage increases.
Our delivery principles with PostgreSQL
Practical database choices that stay readable for engineers and useful for the business.
Model the business first
We structure tables and relationships around how the product works, not just how the app is coded.
Keep migrations boring
Schema changes are planned, versioned, and reversible so releases stay predictable instead of turning into database drama.
Index for the queries that matter
We optimize around product-critical reads and writes, then verify performance before the bottleneck shows up in production.
Observe the data layer early
Slow queries and noisy jobs get monitored from day one so teams can see the problem before it becomes customer-visible.
Often ships alongside
PostgreSQL usually sits inside a product stack with analytics, backend services, and cloud infrastructure.
Building with PostgreSQL
Want to ship with PostgreSQL?
Tell us about your product data, reporting needs, and scale targets. We'll map out where PostgreSQL gives you the strongest foundation and how to structure it well.
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