A real SaaS theming workflow shows how chat-based automation can fetch state, retrieve domain knowledge, generate structured actions, and update an existing UI.

Skills package the instructions, knowledge, and tools an AI agent needs to perform useful work inside Predictable Dialogs.

Predictable Dialogs widgets can expose completed tool results to the host application, allowing AI agents to render UI, refresh state, and trigger workflows.

Predictable Dialogs now supports pass-through auth, so chatbots can take action inside an app using the signed-in user permissions instead of a master key.

An early look at YouSpot, HubSpot Next's AI-native Solo CRM, including its instant profile setup, second-brain experience, MCP direction, and data-flow questions.