Automating Development and Deployment
Understanding Build Tools & CI/CD
Build tools automate compilation, testing, and bundling of code. CI/CD (Continuous Integration/Continuous Deployment)
Continuous Delivery (automated deployment to staging) or Continuous De
production). CI ensures code works, CD ensures it's deployed.
What should be in a CI/CD pipeline?
be encrypted, scoped to specific jobs, and rotated regularly. Use leas
What is blue-green deployment?
Blue-green deployment maintains two identical production environments. One (blue) serves traffic while the
Frequently asked questions
What is deep learning?
Enables testing across multiple environments in parallel. Reduces time to test all combinations. Supported by
What is most CI/CD platforms?
most CI/CD platforms.
How do I handle database migrations in C?
How do I handle database migrations in CI/CD?
Run migrations as part of deployment pip?
Run migrations as part of deployment pipeline. Test migrations in staging first. Use migration tools (Flyway,
▶ Try it live
Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.