Python Development Services

FastAPI is our default for API-first work because typing, validation and documentation come from the same source — the Pydantic models. We use Django when you need its admin, ORM and batteries-included conventions for a content-heavy or CRUD-heavy product, and Flask when you are extending something already built on it. The decision is made in discovery, with reasons written down.

That is the point of it. We write tests against behaviour rather than implementation details, use factories instead of brittle fixtures where it helps, and wire the suite into CI so it runs on every change. You get a coverage report and a short document explaining what is covered and what deliberately is not.

Yes. We usually start with a read-only review: dependency state, test coverage, obvious correctness risks and the two or three changes that would most reduce maintenance cost. You get that assessment as a written document before any refactoring is agreed.

You do. Work is delivered in your repository, under your accounts, with no runtime dependency on Hirelyx infrastructure.

Background tasks go through Celery or FastAPI background tasks depending on durability requirements, with Redis or a database-backed queue. Scheduled jobs are idempotent and observable, so a missed run can be replayed safely.