Telemetry FAQ

What does attune telemetry record?

Every LLM call's cost/tokens/cache/duration (UsageTracker), a quality score per workflow stage and tier (FeedbackLoop), and agent coordination signals (EventStreamer, HeartbeatCoordinator).

Where is the data stored?

Locally under ~/.attune/telemetry. Nothing leaves your machine unless you enable an opt-in phone-home.

How do I see my usage/metrics?

UsageTracker.get_instance().get_stats(days=30) from Python, the telemetry_stats MCP tool from a conversation, or the ops dashboard.

Why won't the feedback loop change my tier?

It needs at least MIN_SAMPLES (10) feedback rows for a stage before recommend_tier will move off the current tier.