01 · Delivery
Make deployment part of the product plan.
A product is not complete when it only works locally. I include the infrastructure and delivery work needed to put it into the real workflow, observe how it behaves, and keep improving it.
The setup can target managed cloud or self-hosted infrastructure, depending on the product, team, and operational constraints.
02 · Operations
Leave an operable foundation.
The delivery scope can include containers, CI/CD, HTTPS, monitoring, and the operational path for services and workers. The aim is a system the team can understand, run, and evolve.
- Automate repeatable build and deployment steps.
- Keep application and infrastructure changes explicit.
- Observe production behaviour before expanding the system.
- Improve software, models, and infrastructure from real feedback.
03 · Relevant proof
Production delivery across services and workers.
Confirmed experience includes rebuilding GitLab CI/CD pipelines with Docker and Terraform, automating deployments and database migrations, and working with ECS worker scaling, queue processing, and CloudWatch.
Read the production platform case study