Context Driven Development Pipeline FAQs

Question 1

What is the role of the Ralph harness script?

Accepted Answer

Ralph is the execution engine that reads the prepared plan and goal files, then iteratively implements, tests, and commits code until the release objective is achieved.

Question 2

How does the $CDD_DIR variable work?

Accepted Answer

It defines an independent workspace directory for each release, allowing developers and agents to work on multiple branches simultaneously without version control conflicts.

Question 3

Is the CDD workspace permanent?

Accepted Answer

No, the workspace directory is ephemeral. It is created at the start of a release cycle and deleted once the implementation is successfully merged into the codebase.

Question 4

Why is the Verify phase necessary in this pipeline?

Accepted Answer

The Verify phase is the last moment of full context visibility; it uses gap analysis to ensure the implementation plan perfectly aligns with user stories and research before execution begins.

Question 5

What is Context Driven Development (CDD)?

Accepted Answer

CDD is a release workflow that emphasizes building a deep context during research and planning phases to enable autonomous, unattended code execution during the final stage.

Context Driven Development Pipeline

Key Features

Use Cases

Context Driven Development Pipeline

Key Features

Use Cases