Tooling
Tooling
Section titled “Tooling”Tooling is where prompt systems become maintainable. The goal is not to collect every possible platform, but to choose the minimum stack that supports visibility, review, versioning, and reliable rollout.
Core paths
Section titled “Core paths” Prompt operations stack A baseline stack for storing prompts, tracing outputs, testing changes, and auditing production behavior.
Change management and release policies Release discipline for teams that need prompt changes to move fast without turning production into an uncontrolled experiment.
Workflows Use workflow design to determine which tooling is essential and which is optional complexity.
Evaluation Evaluation design determines whether your tooling is helping or just generating more dashboards.
Tooling choices should answer
Section titled “Tooling choices should answer”- Where are prompts stored and versioned?
- How are prompts connected to workflow versions and model versions?
- What traces or examples can reviewers inspect when quality drifts?
- How quickly can a bad prompt change be rolled back?