> ## Documentation Index
> Fetch the complete documentation index at: https://oxy.tech/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Observability Metrics, v0.dev Integration, and Enhanced IDE Experience

> Advanced analytics for platform usage monitoring with AI-powered app generation and improved field selection

<Icon icon="calendar" iconType="regular" size={16} /> **January 22, 2026**

### New Features

#### Comprehensive Observability Metrics

Advanced analytics for monitoring and analyzing platform usage (requires `--enterprise` flag and Oxygen Enterprise License):

* **Metrics Analytics** - Track and analyze query patterns, execution methods, and user behavior across the platform
* **Execution Analytics** - Monitor how users interact with different execution paths and tools
* **Enhanced Cluster Visualization** - Improved UI components with breakdown tables showing semantic clustering patterns
* **Backend Instrumentation** - Rust backend instrumented with observability events for comprehensive metrics tracking
* **Unified Navigation** - New observability pages integrated into the main navigation with dedicated API routes

Access through the IDE's Observability section to gain insights into platform usage patterns and performance characteristics.

<img src="https://mintcdn.com/oxy-internal/8Zn-jNIRJrBGh1hy/changelog/images/2026-01-22/2026-01-22-17-38-04.png?fit=max&auto=format&n=8Zn-jNIRJrBGh1hy&q=85&s=67694fd633accaadf3a5a742d143aa4f" alt="" width="3402" height="1584" data-path="changelog/images/2026-01-22/2026-01-22-17-38-04.png" />

<img src="https://mintcdn.com/oxy-internal/8Zn-jNIRJrBGh1hy/changelog/images/2026-01-22/2026-01-22-17-38-20.png?fit=max&auto=format&n=8Zn-jNIRJrBGh1hy&q=85&s=4a1a53d5668b31e5a475b9fed442ea21" alt="" width="3512" height="1584" data-path="changelog/images/2026-01-22/2026-01-22-17-38-20.png" />

<img src="https://mintcdn.com/oxy-internal/iqNfTQTumw43B543/changelog/images/2026-01-22/2026-01-22-17-38-44.png?fit=max&auto=format&n=iqNfTQTumw43B543&q=85&s=c5c67903710fcfc4f49aa83f41f0a86c" alt="" width="3480" height="1590" data-path="changelog/images/2026-01-22/2026-01-22-17-38-44.png" />

<img src="https://mintcdn.com/oxy-internal/iqNfTQTumw43B543/changelog/images/2026-01-22/2026-01-22-17-40-47.png?fit=max&auto=format&n=iqNfTQTumw43B543&q=85&s=ba5220373a02cc322f06566314436b95" alt="" width="3540" height="1592" data-path="changelog/images/2026-01-22/2026-01-22-17-40-47.png" />

#### Dynamic App Creation with v0.dev

AI-powered application generation integrated into Oxygen workflows:

* **v0.dev API Integration** - Generate applications using v0.dev's AI-powered code generation
* **Sandbox Environment Management** - Secure sandbox environments for running and testing generated applications

#### Enhanced GUI with Searchable Dropdowns

Improved field selection across the interface:

* **Searchable Dropdowns** - Converted text input fields to Combobox components for topics, dimensions, measures, and task references
* **Better Discoverability** - Field selection now more intuitive with search and autocomplete functionality
* **Smart Field Clearing** - Automatic field clearing when topic selection changes to prevent invalid configurations
* **Reusable Components** - New `TaskRefSelect` and `TaskColumnSelect` components with hooks (`useTopicFiles`, `useTopicFieldOptions`)

<img src="https://mintcdn.com/oxy-internal/8Zn-jNIRJrBGh1hy/changelog/images/2026-01-22/2026-01-22-17-25-44.png?fit=max&auto=format&n=8Zn-jNIRJrBGh1hy&q=85&s=1de0dbaa117c2baff68174880fc454f0" alt="" width="3598" height="1312" data-path="changelog/images/2026-01-22/2026-01-22-17-25-44.png" />

<img src="https://mintcdn.com/oxy-internal/8Zn-jNIRJrBGh1hy/changelog/images/2026-01-22/2026-01-22-17-22-49.png?fit=max&auto=format&n=8Zn-jNIRJrBGh1hy&q=85&s=f2fb7302cf353df97c71fa7babd79cc0" alt="" width="3722" height="2464" data-path="changelog/images/2026-01-22/2026-01-22-17-22-49.png" />

<img src="https://mintcdn.com/oxy-internal/8Zn-jNIRJrBGh1hy/changelog/images/2026-01-22/2026-01-22-17-25-32.png?fit=max&auto=format&n=8Zn-jNIRJrBGh1hy&q=85&s=d8acf2531c52ddedcc1db0a829f6d7ca" alt="" width="3138" height="1786" data-path="changelog/images/2026-01-22/2026-01-22-17-25-32.png" />

#### Object Creation in IDE

Streamlined object creation workflow:

* **New Object Button** - Create agents, workflows, apps, views, and topics directly from the IDE sidebar
* **Dropdown Menu** - Quick access to all object types through organized dropdown interface
* **Smart Defaults** - View modes automatically set based on sidebar mode (OBJECTS vs FILES) for better navigation context
* **Responsive Design** - TabsHeader collapses action buttons into dropdown on small screens

<img src="https://mintcdn.com/oxy-internal/8Zn-jNIRJrBGh1hy/changelog/images/2026-01-22/2026-01-22-17-29-40.png?fit=max&auto=format&n=8Zn-jNIRJrBGh1hy&q=85&s=6a5cc51f00a1803a2eb6c5a41b5a1beb" alt="" width="1096" height="1062" data-path="changelog/images/2026-01-22/2026-01-22-17-29-40.png" />

<img src="https://mintcdn.com/oxy-internal/8Zn-jNIRJrBGh1hy/changelog/images/2026-01-22/2026-01-22-17-29-59.png?fit=max&auto=format&n=8Zn-jNIRJrBGh1hy&q=85&s=7b1c1a7b00c3c30f2c0f40ce92b3e32f" alt="" width="3768" height="2448" data-path="changelog/images/2026-01-22/2026-01-22-17-29-59.png" />

***

### Platform Improvements

#### LLM Infrastructure Refactor

* **Modular Architecture** - Modernized LLM provider architecture with dedicated crates for each vendor (OpenAI, Anthropic, Gemini, Ollama) for better modularity and maintainability

#### Bug Fixes

* **OpenAI Response Handling** - Implemented permissive deserialization for OpenAI completion responses to handle edge cases gracefully
* **Table Display** - Updated table naming to use file stem instead of full path for cleaner presentation
* **Project Management** - Refactored `ProjectBuilder` and `ProjectManager` to explicitly require and store `project_id` for better context management

#### Dependencies Update

* **Latest Versions** - Updated Rust and all dependencies to latest versions for improved performance and security