Category: AI Enablement

Prompt Engineering as Infrastructure: Version Control, Testing, and Deployment

Prompts are not prompts in the casual sense of suggestions or starting points. They are software. They take inputs, produce outputs, have failure modes that manifest in specific conditions, and requir

How to design a prompt ops pipeline from scratch

Prompt management in most AI teams starts the same way. One engineer writes a prompt, it works well enough, and the prompt gets committed to a config file. Three months later, there are forty prompts

AI Enablement Programs: Building Organizational Capability, Not Just Technology

A technology company built an impressive AI platform. They had GPU clusters, fine-tuning pipelines, evaluation frameworks, and a growing model registry. They opened access to any team that wanted to u