Prompt Engineering and Governance

Prompts as governed artifacts: Bedrock Prompt Management templates and approval workflows, parameterized role definitions, conversation history design, prompt regression testing, chain-of-thought patterns, and Prompt Flows.

Content current as of 2026-10.

Lessons

1. Prompts as managed artifacts
2. Conversation history and state design
3. Prompt regression testing and Prompt Flows

Sources

• AIP-C01 exam guide — Content Domain 1 (task 1.6)
• Amazon Bedrock user guide — Prompt management
• Amazon Bedrock user guide — Flows (key definitions)
• Well-Architected Generative AI Lens — GENOPS03-BP01 (prompt template management)