AI Ops & Deployment
Prompt Management
AI Ops & Deployment· Intermediate
Definition
The operational discipline of version-controlling, testing, deploying, and monitoring prompt templates in production AI systems. As organizations accumulate dozens to hundreds of prompts powering different workflows, systematic prompt management becomes critical for reliability.
Maxx Stacks Context
Maxx Stacks context: Flows by Maxx Stacks includes built-in prompt management — version control, A/B testing, and performance tracking for all prompts powering enterprise AI workflows.
Enterprise Context
Prompt regression is a silent killer of enterprise AI quality. A prompt change that improves one use case often degrades another — systematic prompt management catches these issues before users do.
Tags
#prompting#MLOps#workflow
MS
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