What it is
Dynamic Tools let users get software shaped to the task without becoming software developers.
Homebase Building Block
Dynamic Tools.
The agent creates temporary interfaces when the task needs them: dashboards, comparison tables, source review panels, forms, scripts, local pages, or small utilities.
Interface generated for the task
The surface changes when the work changes.
Calls server parsing with rate limits.
Task examples
User request
Clean this spreadsheet and show me which columns are weird.
Tool appears
Data cleaning interface
Column profiler
Anomaly detector
Clean export preview
Heavy GUIs freeze assumptions. Raw chat cannot always show the work. Dynamic tools give the user software shaped to the task.
Problem
Heavy GUIs freeze assumptions too early. Raw chat cannot always show the work clearly.
How it works
- Detect when a task needs an interface instead of a prose answer.
- Generate task-specific views such as tables, reviewers, dashboards, and editors.
- Keep tools temporary, inspectable, and tied to the artifact they help produce.
Why it matters
- A custom view can make the work more legible than a long answer.
- Temporary tools preserve speed while avoiding bloated permanent UI.
- Interfaces can reveal progress, errors, and options in ways chat cannot.
Behavior
Good behavior
The agent creates a vendor comparison table, source review panel, and decision memo view for a procurement task.
Bad behavior
The system buries a complex comparison in paragraphs.
Recruiter signal
This shows product judgment around trust, AI UX, systems thinking, and the difference between useful automation and opaque automation.