Telemetry collection | OpenTelemetry | Observability | Elasticsearch | Grafana
Watching the agent watch you: Telemetry for OpenClaw with NXLog
Agentic AI is now embedded across the enterprise: summarizing customer records, pulling from data warehouses, drafting on top of internal documents, calling production APIs on behalf of staff. The pitch is compelling. The reality is that you have deployed a non-deterministic process with read access to PII, trade secrets, and the business intelligence your competitors would pay for. It is a black box that reasons differently on each run, and a single misrouted tool call can move sensitive data into a context where it does not belong.