ai-agents-prompt-engineering-iterating-on-prompts-without-a-structured-workflow-6ec7355c

THEN Set up a prompt development workflow with version control and a visual playground. Use the playground to interactively test and compare prompt outputs from different LLMs, and maintain version history to track changes. This reduces trial-and-error and improves prompt reliability.

# model_config.yaml snippet for prompt testing
models:
  - provider: openai
    model: gpt-4
    api_key: ${OPENAI_API_KEY}