Challenges:

• Non-software devs should be able to edit and test
• Prompts must be versioned
• Prompts are often heavily tightly coupled to code for parsing, chaining, etc.
• There should be an easy way to run evals and regression tests on prompts

Options:

• FlowiseAI – for Low-code UI
• Mirascope
• LangSmith – for versioning and evals