Fleet Operations
Fleet observability spine
Unify logs, metrics, and traces so incidents tell a single story.
We align cardinality controls, sampling policies, and device-side budgets. The goal is faster diagnosis without drowning storage.
Capabilities
- Cardinality risk review
- Sampling policy draft
- Trace propagation map
- Dashboards operators will actually open
- Noise budget per device class
- Synthetic probe placement
- Runbook starter set
Outcomes
- Incident timelines that stitch device + cloud
- Storage growth within agreed guardrails
- On-call rotation ready checklists
FAQ
We benchmark with your expected peak publish rates and retention windows. Very large spikes may require a staged rollout; that scope is spelled out before work begins.
Recent notes
“Cold-path warehouse chapter alone saved us a redesign. They named the failure modes instead of hand-waving “scale later.””
“Documentation tone is dry—in a good way. Easy to hand to new hires.”