Semantic tracing and composite failure dashboards

Industry panels are pushing 'semantic tracing' — capturing prompts, chain-of-thought steps, tool calls and downstream API events — so teams can reconstruct sessions and surface composite failure signatures like hallucination+timeout+context loss. Engineers report the biggest reliability wins came when they correlated tool failures with user context switches and prompt drift. (inc42.com) (x.com)