AI Time Estimator learns timing from an agent’s own history

The estimate has a defined clock

It models file reads, edits and commands and produces percentile ranges. Time spent waiting for a person to read or approve work is excluded, so the estimate is narrower than elapsed delivery time.

AI Time Estimator ↗

Local history can contain sensitive text

The privacy notes describe local transcript access and stored task summaries. Local measurement does not establish that the host assistant operates offline. Inspect the retained fields before using private project histories.

Time Estimator privacy notes ↗

What you can do

1. Check which parts of your delivery time fall outside the estimated agent activity. Open reference ↗

Where the evidence stops

Documentation checked November 14; no plugin installed, transcript supplied or timing accuracy measured.

Sources read. Public text checked November 14, 2026 UTC. No installation, model inference or full workflow executed.

Sources & further reading