APIs, data pipelines, scrapers, schedulers — the reliable plumbing behind modern operations, written in the language built for it.

Data flows, load expectations and the simplest design that holds.
Typed, tested code with CI on every change.
Containers, monitoring and docs — boring in the best way.
The fastest path from idea to reliable backend, with an unmatched data and AI ecosystem. Hiring for it later is easy, too.
Yes — we audit, add tests around current behavior, then refactor safely. No rewrite-from-scratch unless the numbers justify it.
Type hints, test coverage, CI and code review on every change. Reliability is a process, not a promise.
APIs, pipelines or a rescue mission — tell us what needs to run reliably.