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Problem
Agent logging is print-based (or basic logging module). No structured logging means:
- No JSON logs for log aggregation
- No request/trace IDs to correlate events across a session
- No ...
area-agent
P1-reliability
type-chore
Problem
The agent handles silence timeouts (VAD-based) but does not send a dedicated event to the dashboard. The dashboard has
no visibility into silence-triggered disconnects vs user hangups vs crashes. ...
area-dashboard
P1-reliability
type-bug
The tuner gauge shows a visual indicator for sharp/flat/in-tune but doesn t display the numeric cents offset. Users
would benefit from seeing the exact cents deviation (e.g., +12¢ or -8¢ ) for more precise ...
enhancement
priority:low
ux
Problem
When agent sessions crash or disconnect ungracefully, Call and CallEvent records remain in the DB with stale status.
There is no background job or scheduled cleanup to reconcile state.
Over time ...
area-dashboard
P1-reliability
type-chore
Problem
The dashboard has no auth layer. Anyone with network access can:
- View all agents, calls, phone numbers
- Edit agent prompts and configurations
- Delete phone numbers
- Trigger evaluation ...
area-dashboard
P1-reliability
type-enhancement
Problem
If the agent process crashes mid-session (OOM, unhandled exception, LiveKit disconnect), there is no mechanism to:
1. Detect the crash server-side (only LiveKit participant leave event)
2. ...
area-agent
P1-reliability
type-bug
Problem
The LiveKit webhook handler (/api/livekit/webhook) and completion webhook (/api/calls/webhook) do not deduplicate
events. If LiveKit retries a webhook (network blip, pod restart), duplicate CallEvent ...
area-dashboard
P1-reliability
type-bug

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