Cascade

2026

WIP

Cascade is an experiment in editing and reviewing interactive prototypes with agents. I wanted a place to return to generated interfaces, change specific parts and keep alternative directions.

Exploring Cascade - an agent native html artifact editor.

Cascade is an experiment in editing and reviewing interactive prototypes with agents. I wanted a place to return to generated interfaces, change specific parts and keep alternative directions.

Keeping it lightweight

I started with portable HTML artifacts, so each idea could be previewed and passed on without setting up a full application. The gallery makes those prototypes visible before opening them.

Cascade light-mode prototype gallery

FIG 01 / Prototype gallery


Editing and reviewing

The canvas combines direct controls with contextual feedback. Selecting an element exposes its appearance and layout; Review mode attaches comments to their target and version. This was the core exploration: making it easier to point at what should change.

Cascade light-mode selected heading with design inspector

FIG 02 / Selection and inspector

Cascade light-mode seeded review comment anchored to the Payment card

FIG 03 / Anchored demo feedback

Testing the interaction

I used a checkout example to explore validation, retry and success. Preview follows declared states, giving the interface behaviour to inspect as well as a layout.

These are seeded prototypes and simulated payments. The next thing to test is the complete loop from a comment to an agent’s change and a saved result.

Cascade light-mode simulated checkout validation error

FIG 04 / Validation state

Cascade light-mode simulated checkout success

FIG 05 / Successful retry