Deep dive · · 6 min read
Every question your AI readiness review asks was answered months ago
The last six days of a sixty-day series, and the pattern is that operability gets bought early or it does not get bought at all.
Topic
Observability
4 entries and 1 reference.
In the glossary: Observability, what each means and how to say it in a review
Part of Observability & Ops: all Observability & Ops entries · the Observability & Ops lens on the map
Entries
Explainer · · 2 min read
Real users ask questions your test set never imagined
Offline evals cover the questions you thought of. Production tells you the ones you did not.
Explainer · · 2 min read
Logging the answer tells you almost nothing
A trace that links intent, prompt, retrieval, tools and output is the only thing that makes an AI failure debuggable.
Explainer · · 1 min read
Why observability is not optional for AI systems
Why production AI needs traces across prompts, context, retrieval, tools, costs, and decisions.
References
- Read
OpenTelemetry Documentation
OpenTelemetry · Useful reference · The reference for traces, metrics and logs, including the GenAI semantic conventions.