diff --git a/conductor/product.md b/conductor/product.md
index b3b05b5..309710e 100644
--- a/conductor/product.md
+++ b/conductor/product.md
@@ -15,4 +15,5 @@ To serve as an expert-level utility for personal developer use on small projects
 - **In-Depth Toolset Access:** MCP-like file exploration, URL fetching, search, and dynamic context aggregation embedded within a multi-viewport Dear PyGui/ImGui interface.
 - **Integrated Workspace:** A consolidated Hub-based layout (Context, AI Settings, Discussion, Operations) designed for expert multi-monitor workflows.
 - **Session Analysis:** Ability to load and visualize historical session logs with a dedicated tinted "Prior Session" viewing mode.
-- **Performance Diagnostics:** Built-in telemetry for FPS, Frame Time, and CPU usage, with a dedicated Diagnostics Panel and AI API hooks for performance analysis.
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+- **Performance Diagnostics:** Built-in telemetry for FPS, Frame Time, and CPU usage, with a dedicated Diagnostics Panel and AI API hooks for performance analysis.
+- **Automated UX Verification:** A robust IPC mechanism via API hooks allows for human-like simulation walkthroughs and automated regression testing of the full GUI lifecycle.
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diff --git a/conductor/tech-stack.md b/conductor/tech-stack.md
index 4fda6f8..5c064ae 100644
--- a/conductor/tech-stack.md
+++ b/conductor/tech-stack.md
@@ -15,6 +15,8 @@
 - **tomli-w:** For writing TOML configuration files.
 - **psutil:** For system and process monitoring (CPU/Memory telemetry).
 - **uv:** An extremely fast Python package and project manager.
+- **pytest:** For unit and integration testing, leveraging custom fixtures for live GUI verification.
+- **ApiHookClient:** A dedicated IPC client for automated GUI interaction and state inspection.
 
 ## Architectural Patterns
 - **Event-Driven Metrics:** Uses a custom `EventEmitter` to decouple API lifecycle events from UI rendering, improving performance and responsiveness.
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