Generate German learning program

Generate complete German learning program with real AI-written content

Managing multi-stage product lifecycles with validation gates between phases.

• · Working directory with source files

• · Execution report with phase results

• · Claude agents
• · Python

Workflow orchestration environment; required data sources available

• · Agent execution timeout
• · Input file missing or malformed
• · Schema validation failure on agent output
• · Phase dependency not met (prior phase incomplete)

• · Schema-validated agent outputs
• · Explicit phase structure with gating