Concept / Applied AI interfaces
A dashboard concept for agent workflows where state, tools, context, approvals, and receipts are visible by default.
Most agent interfaces still look like chat with nicer cards. That hides the hard part: what the agent knows, what it can touch, what it already tried, and where a human has to decide. This dashboard treats agent work like an operating surface.
The issue is not that AI dashboards are too plain. It is that they make responsibility fuzzy. A useful agent UI should separate suggestion, plan, action, and receipt. It should show what is allowed, what is blocked, and what needs a human call.
Show the current state in plain words. Animation isn't a substitute for information.
Every action leaves a record you can read later. Trust comes from receipts, not tone.
Built for someone running the work, not someone making small talk with a bot.
Show what the agent can and cannot touch. The limits are the feature.
You can stop it, open it, and see what it did. No black box, no spinner as proof.
Risky calls wait for a person. The agent doesn't act like it has authority it lacks.
Blocked, uncertain, and needs-review get real UI, not a buried error toast.
The style is intentionally dry: dark surfaces, hard edges, runtime labels, event rows, and status badges. No fake magic. The interface should look like something you can stop, inspect, and trust.
A static preview of one run: a publish readiness check that paused for review. Every value here is synthetic.
Synthetic Agent Runtime Console preview for a publish readiness check. Current state: waiting for review. Three low-risk fixes proposed, no external action taken.
Allowed
Blocked
Create PR with 3 low-risk fixes (alt text on 2 images, 1 broken internal link).
Buttons are inert in this preview. Nothing runs without a human click.
Synthetic data. Not wired to a live runtime. Buttons are inert.
When an agent can take real action, the interface is the safety layer. If you can't see what it touched, you can't sign off on it. Making state, tools, approvals, and receipts visible turns "trust me" into something a person can check. That's the difference between a demo and something you'd run against a real account.