Monitor (Phase 3)

The Monitor phase provides visibility into agent runtime behavior. Observe sessions, view session replays, and track telemetry.

Access via Agent Detail → Monitor tab.

Sessions

View active and completed workflow sessions.

Active Sessions

Real-time view of running sessions:

Field	Description
Session ID	Unique identifier (e.g., sess_20241207_143215_abc123)
Started	Start timestamp
Duration	Running time
Events	Event count
Status	Running, Waiting (HITL), Error

Click any active session to watch it in real-time via Session Replay.

Recent Sessions

Completed sessions showing:

• Session ID and timestamps
• Duration and event count
• Goal alignment score
• Final status (Completed, Failed, Terminated)
• Governance verdicts summary

Session Replay

Click any session to open the full replay view.

Header

• Session ID - Unique identifier
• Duration - Total session time
• Events - Total event count
• Goal Alignment - Session alignment score with visual bar
• Status - Completed, Failed, or Terminated

Timeline Control

Interactive timeline with:

• Play/Pause - Animate through the session
• Seek - Click anywhere on the timeline to jump
• Speed - 0.5x, 1x, 2x playback speed
• Timestamps - Start and end times

Event Stream

Chronological list of all events in the session:

00:00  Session Started       User initiated support request
00:02  User Input Received   "I need help with my recent order"
00:05  LLM Inference         Intent classification (gpt-4)
00:08  Database Query        SELECT * FROM orders WHERE...
00:12  LLM Inference         Response generation
00:15  Output Generated      Response to user

Each event shows:

• Timestamp - Relative time in session
• Event type - Icon and name
• Description - What happened
• Governance verdict - ALLOWED, CONSTRAINED, HALTED badges

Event Detail

Click any event to see full details:

• Event metadata - Type, timestamp, duration
• Input/Output - What went in/out (with sensitive data redacted)
• Governance decision - Which policies evaluated, what was the result
• Trust impact - How this event affected the trust score

Goal Alignment Badge

The session header shows alignment:

Score	Badge	Meaning
90-100%	Green	Well aligned with stated goal
70-89%	Yellow	Minor deviations
Below 70%	Red	Significant drift detected

Hover for details including:

• Alignment score breakdown
• LLM evaluation status
• Stated goal at session start

Observability Metrics

Aggregated metrics across sessions:

Performance

Metric	Description
p50 Latency	Median operation latency
p95 Latency	95th percentile latency
p99 Latency	99th percentile latency
Throughput	Operations per minute/hour

Governance

Metric	Description
Allowed	Operations that passed governance
Constrained	Operations modified by guardrails
Halted	Operations blocked by policies
Approvals	Operations requiring HITL

Trends

Charts showing:

• Session volume over time
• Latency trends
• Governance decision distribution
• Trust score changes

Event Types in Replay

Session replay shows events with semantic types:

Type	Icon	Example
Session Started	Play	User initiated support request
User Input	Message	"I need help with my order"
LLM Inference	CPU/Brain	Intent classification with gpt-4
Database Query	Database	SELECT * FROM orders
External API	Globe	POST to stripe.com/charges
Tool Call	Wrench	execute_refund()
Output Generated	MessageSquare	Response sent to user
Approval Requested	Clock	Waiting for human approval
Approval Granted	CheckCircle	Approved by sarah@company.com
Session Completed	CheckCircle	Success

Telemetry Export

Export telemetry data for external analysis:

• OpenTelemetry - OTLP export to Jaeger, Datadog, etc.
• CSV - Download raw event data

Configure in Organisation → Settings → Integrations.

Next Phase

As sessions complete and data accumulates:

→ Verify - Check that your agent's actions align with its stated goals and detect any drift