Databricks Repos for QA test automation workflows
Moving QA off ad-hoc notebooks and onto version-controlled test automation with Databricks Repos. Repo structure, modular tests, and how a team works in one.
Category
Durable Execution
5 posts
Using PyTest for Data Quality Checks Directly within Databricks
Writing PyTest data quality checks inside Databricks notebooks. Bronze-to-silver validation, edge cases, fixtures and error handling, with examples.
Multi-tenant AI infrastructure in the cloud with Temporal
Some tenants want a cheap shared setup, others an isolated one. How we keep LLM costs, vendor swaps and per-tenant deployments manageable with Temporal.
Temporal: Airlines Booking Demo Application
Weighing Temporal for workflows that must survive failures in production? What our engineers learned modelling ticket purchases, returns and delayed flights.
What durable execution is, and how Temporal's framework delivers it
Durable execution for teams whose order, payment or onboarding flows break halfway. How Temporal records every step and survives crashes, and where it stops.