Snowflake Field Notes

Advanced engineering tutorials, deep dives, and architecture blueprints for developers building with Snowflake.

Topics

Snowpark Container Services architectures

Deploying scalable ML workloads

Advanced DAGs and Serverless Tasks

Analytics engineering patterns

Open-source orchestration

System design & Mermaid diagram workflows

GitHub workflows and CI/CD

GitHub multi environment setup for Snowflake, deploying based on branch name, using GitHub actions.

A high-level introduction to SPCS, Tasks, and orchestrating workflows securely inside Snowflake.