# Agent Observability Reaches Cloud Consoles as Enterprises Report Measured Deployment Results

Yandex added execution-trace analysis to its AI Studio, and OpenAI says the telecommunications operator Circles raised average revenue per user by 22% and cut churn by 9%.

- Published: 2026-08-04T06:03:13.954Z
- Canonical: https://polylog.news/ai/2026-08-04/agent-observability-reaches-cloud-consoles-as-enterprises-re
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [Polylog editors](https://polylog.news), [OpenAI](https://openai.com/index/circles)

Yandex added a trace-analysis tool to Yandex AI Studio, built with Monium Traces, that exposes the full execution path of an agent so an operator can reconstruct why it made a particular decision. The Russian-language announcement describes…

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