Core System
Universal Engine Architecture
Since: 0.2.0 The Universal Engine is a shared AI infrastructure layer that provides consistent request building, tool execution, and conversation...
WordPress Shared Components
Overview The WordPress Shared Components are a collection of centralized WordPress functionality introduced in version 0.2.1. These components reduce code...
WordPress Settings Handler
File Location: inc/Core/WordPress/WordPressSettingsHandler.php Since: 0.2.1 Provides reusable WordPress-specific settings utilities for taxonomy fields, post type options, and user options across...
Direct Execution (Ephemeral Workflows)
Direct execution (@since v0.8.0) allows you to execute a series of steps without first saving them as a Pipeline or...
Cache Management
Data Machine uses ability-level clearCache() methods to invalidate cached services when handlers, step types, or tools are dynamically registered. Overview...
Handler Registration Trait
Standardized handler registration trait introduced in v0.2.2 that eliminates ~70% of boilerplate code across all handlers. Overview HandlerRegistrationTrait (/inc/Core/Steps/HandlerRegistrationTrait.php) provides...
HTTP Client
The HttpClient class (/inc/Core/HttpClient.php) provides a consistent, centralized surface for all HTTP requests executed by fetch, publish, and auth handlers....
Troubleshooting Problem Flows
The Data Machine ecosystem includes automated monitoring to help identify flows that are consistently failing or returning no results. These...