Why it matters
Running several agents feels efficient while it's happening. The costs arrive in other forms: permission prompts stacking up, switching between projects, and failed runs you have to come back to. Those costs are spread across the day, so they're easy to miss when you judge by how much got started.
How Ascenda helps
Flow counts how many agent sessions you had running at the same time, minute by minute, and sets that against:
- how often agents stopped to ask for permission or sat idle waiting for you
- how often you switched between projects and contexts
- failed tool calls, re-prompts and retry storms
- your own check-ins on how clear or strained the work felt
Because Flow keeps your history, you can put a week where you ran three or four agents beside a week where you ran one, and see what changed. If you want to test it properly, the Weekly Loop lets you pick one change, such as capping parallel sessions, and read the measured result on a set day, separately from your own verdict.