All the articles with the tag "observability".
OpenAI's new misalignment reporting framework is a useful signal for enterprise teams: if agents can act, they need traces, eval gates, ownership, and a boring incident loop.
TM Forum APIs, Mplify LSO, events, and OpenTelemetry all matter. None of them are enough alone. The architecture is the chain between them.
Most agent products do not break on model quality first. They break on messy context, brittle tools, fake evals, weak recovery paths, and sloppy release discipline.
