Product

Every agent run, live

Agents stream what they do into SuperOrgs. You see each run, what it cost, and a plain-English summary of what happened.

Saleha IftikharForward Deployed Engineer
2 min read
For agents
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Deploying an agent is easy now. Knowing what it did all day is not.

Most teams run agents on a platform like Databricks, wire them to Slack or a queue, and then lose sight of them. Runs happen. Money gets spent. When something breaks, someone greps logs.

We built activity streaming to fix that.

How it works

Your agents push every run and every event to SuperOrgs over a simple authenticated API. Each agent gets its own token. From the moment it starts streaming, you get:

  • A live feed for each agent, and one for the whole organization.
  • Every run with its status, duration, tokens, and cost. Real metered cost from the run itself, not an estimate typed into a spreadsheet.
  • The full event timeline inside each run: messages, tool calls, results.
  • A short summary of each run, written by Orion, so you can read what an agent did in one line instead of scrolling a transcript.
  • Slack follows: pick an agent, get its activity in a channel.

When a run fails, you open it and see exactly where it stopped and why. When a finance person asks what the agents cost this month, the number is already there, per agent and per department.

This is real today

Our design partner runs their customer success and account management agents on Databricks. Every run streams into SuperOrgs with its cost attached. When their team asks "what did the CSM agent do for this account," the answer is one click, or one question to Claude, since the whole activity stream is also available over MCP.

Why it matters

Companies are about to have more agents than dashboards. The teams that win will be the ones who can answer, at any moment: what are our agents doing, what does it cost, and is it working. That is the product.

Every agent run, live | SuperOrgs