Before you dive in
What you’ll find in the original
- A fixed output schema prevents invented labels but does not prevent a confident wrong choice.
- Run a bounded, low-risk decision in shadow mode and compare it with labeled traffic before automating it.
- Use deterministic checks for arithmetic and permissions, and keep writing or open-ended planning with a generative model.
Worth knowing
The article’s speed and cost multiples come from TypeSafe’s own evaluations. Its high-level pseudocode is conceptual rather than a copy-ready SDK integration; a shorter post by the same author is listed separately.