AI systems
3 posts
![The refund letter addressed to Dear [Name]](/images/posts/the-refund-letter-addressed-to-dear-name.png)
Article
The refund letter addressed to Dear [Name]
Why ChatGPT's first output is a draft, not a deliverable, and what production AI systems actually require beyond the prompt.
Article
Better AI isn't what separates winning deployments.
Stanford studied 51 AI deployments and found a 71 vs 40 productivity gap. The difference was pipeline design, not model choice.
Article
Agents Need Orchestration
Managed agents aren't plug-and-play. Real reliability comes from structured pipelines with validation, state tracking, and fallbacks-no exceptions.