What changes in a workstation model
A workstation is shaped around repeated use, operational clarity, and adaptation to real environments. A chat-only surface often stops at conversation quality.
At a glance
| Capability | Chat-only assistant | Workstation approach |
|---|---|---|
| Channel presence | Usually single-surface | Built for multiple communication surfaces |
| Operating visibility | Minimal | Console, logs, and routine controls |
| Behavior extension | Prompt-heavy | Workspace Skills and scripts |
| Recurring work | Manual re-entry | Heartbeat and scheduled tasks |
| Deployment choice | Mostly hosted | Local, Docker, or hosted paths |