Technology Philosophy

How our values guide our technology choices

Every technology decision at Converge flows from a small set of core principles. This isn't about chasing trends—it's about building systems that remain correct under pressure, perform at scale, and can be reasoned about by humans and AI alike. The graph below shows how our values lead to specific technology choices. Click any technology to read the full decision rationale.

Correctness over Convenience

We choose languages and tools that make errors impossible at compile time rather than catching them at runtime.

Close to the Iron

We prefer native implementations over abstraction layers. Performance and platform integration matter.

Legacy Respect

Some ecosystems earned their place through decades of refinement. We use the right tool for the domain.

Data Science HeritagePython (Strategic)

Python's ecosystem is unmatched for ML/analytics

Web EcosystemTypeScript

TypeScript brings safety to the browser

Fast Feedback Loops

The faster you know something is wrong, the cheaper it is to fix.

Build-Time VerificationStrong Static Typing

Catch errors at compile time

Runtime ObservabilityTracing & Metrics

When you need runtime insight