
Version Prompts, Models and Workflow Logic as One AI Release
A practical method for binding prompts, models, tools and workflow logic into one testable AI release, with staged promotion and complete rollback.
Practical intelligence for accountable AI programmes.
Manage versions, prompts, data, access, performance, drift, failures, spend and retirement.

A practical method for binding prompts, models, tools and workflow logic into one testable AI release, with staged promotion and complete rollback.
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Ten topics covering the full life of an AI programme, from first use case to retirement.