Loading analytics...
Total Tool Calls
--
calls
Active Users
--
users
Connected Services
--
services
Time Saved
--
Net Value
--
Salary value of time saved
--
Tool usage cost
--
Adoption Trend
Service Popularity
New Users
--
Service Connections
--
Daily Usage
Usage by Service
Activity by Hour (UTC)
Top Tools
| # | Tool | Calls | % of Total |
|---|
User Activity
| User | Total Calls | Services | Last Active | Top Tool |
|---|
Error Rate
--
Error Count
--
Avg Latency
--
ms
P95 Latency
--
ms
Errors by Service
Errors by Type
Service Health
| Service | Calls | Errors | Error Rate | Avg Latency | P95 Latency |
|---|
These are estimates, not bills.
Variable I/O = (args_json + result_bytes) / 3.5 chars per token + ~30 protocol tokens per call, multiplied by a conversation amplification factor of --× (default 1.5: each tool result lives in conversation history and gets re-shipped on subsequent turns; multiplier estimates that with prompt caching mostly hitting). Catalog cost uses a 5-min-bucket-per-user heuristic to match Anthropic's prompt-cache TTL. We don't see conversation history, model output, or exact cache hit/miss timing — those live on the client. For authoritative billing, see console.anthropic.com.
Total cost
--
Tool I/O (args + result)
--
Catalog (per-session load)
--
Tool calls
--
Variable spend by tool (top 20)
| Tool | Calls | Tokens | USD |
|---|
Spend by user (top 20)
| User | Calls | I/O USD | Catalog USD | Total USD |
|---|
No councils yet
You are not an active member of any A2A council. Create one with friday_team_create("<name>") or ask a member to invite you.
Could not load councils
Select a council
Choose a council from the dropdown above to see its live sessions.
No live sessions
No sessions are currently active in this council (TTL-pruned).
Roster temporarily unavailable
The presence cache is unreachable. Retrying…
Could not load fleet
No feedback yet
Agent sessions report learnings with friday_feedback(...); reports land here for review. Lifecycle changes go through friday_feedback_report_update.
Could not load feedback