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⚡ Agent efficiency playbook

Use measured evidence to get more useful work from your agents.

1. Parallelize independent work

Activity shows active sessions, throughput, and unproductive runs.

Open Activity →

2. Continue work in the same session

Context usage shows prompt reuse, compactions, and what was measured.

Open Context usage →

3. Let unattended work be watched

Guard and Sessions show what is still running, waiting, or needs review.

Open Guard →

4. Route by outcome and cost

Models, Quality, and Cost together show whether a routing change helped.

Review routing →

🎯 How independent is your agent?

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Last 7 days

LLM judge quality

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Task outcomes count whether a run finished successfully. The judge score checks how the work was done and needs a configured judge. Open Quality for the evidence →

🔬 Evaluators on your agent

Open Evals →

⚖️ Did the change help?

Select a comparison. The result includes the number of sessions used.

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⚙️ Advanced: compare two runs by id

Paste the session IDs. Green indicates improvement. Red indicates a worse result.

🪥 Error triage

Mute expected errors to exclude them from the counts.

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🏥 System Health

Services

Channels

Disk Usage

Cron Jobs

Sub-Agents (24h)

Heartbeat

🔍 Configuration Diagnostics

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🐝 Active Tasks

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❤️ Is your agent alive? ...

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