Blogs on 'ai development' tag
-
Why Does a Reasoning Model Use Its Token Budget Before Giving an Answer?
Why can a reasoning model appear to use its generation budget before returning a complete answer? This question explores how token limits, reasoning usage, and provider-specific API fields may affect the response.
-
How Should I Version and Roll Back LLM Prompts in Production?
What should an application record when an LLM prompt changes, and how can teams tell whether a release is safe to keep? Explore prompt versions, model settings, testing, and rollback considerations for production AI features.
