limitedDistribution · Industry Research
Learn Agentic AI — AgentSwarms
The first screen after login. A live snapshot of agent activity, recent traces, spend-to-date, and the approvals waiting on a human. When you start running multiple agents and swarms, you need a single 'is anything on fire?' view. The dashboard surfaces the things that need your attention before they become incidents — failed runs, cost spikes, pending approvals.

AgentSwarms provides a comprehensive dashboard for managing multiple AI agents, ensuring operational efficiency and proactive incident management.
Executive Summary
The first screen after login. A live snapshot of agent activity, recent traces, spend-to-date, and the approvals waiting on a human. When you start running multiple agents and swarms, you need a single 'is anything on fire?' view. The dashboard surfaces the things that need your attention before they become incidents — failed runs, cost spikes, pending approvals. 1Glance at the spend tile to confirm budgets are configured (if it's blank, head to /budgets first). 2Check the Approval Inbox card — any agent action gated by a human shows up here. 3Click into a recent trace to see what your agents have been doing while you were away. Pin the dashboard as your browser homepage during a launch — it's your mission control. Use it as a daily standup artifact: 'here's what the agents did, here's what they couldn't do alone.' Don't treat dashboard tiles as eval signals. They're operational, not evaluative — for quality you still need /traces.
Source: AgentSwarms
Authors: AgentSwarms
Original Article: https://agentswarms.fyi/learn
See ROI in 12 weeks
Stargo users see measurable return and operational profitability gains in just 12 weeks, with non-disruptive implementation in 4 weeks or less.