The 26% Who Never Rolled Back an Agent Aren't Winning
New survey data shows AI agent rollback rates rise, not fall, as safety guardrails mature — because better monitoring catches failures other teams miss entirely.
Posts tagged “observability”
OpenTelemetry Tells You What Your Agent Did. Not Whether It Was OK.
OpenTelemetry's GenAI conventions will tell you your agent called Claude, spent 1,843 input tokens, took 900 milliseconds, and returned without an error. They will not tell you the answer cited…
Telemetry Is the Context Your Coding Agent Is Missing
The question being asked in r/kubernetes this week is whether to feed observability data to coding agents. Traces, metrics, logs, the whole stream the system already emits — should the agent that…
AI Needs Boring, Reliable Infrastructure
As artificial intelligence continues to transform industries, the demand for specialized cloud infrastructure has reached unprecedented heights. The next generation of AI applications requires not…