> ## Documentation Index
> Fetch the complete documentation index at: https://docs.omni.co/llms.txt
> Use this file to discover all available pages before exploring further.
# August 28, 2026
> Red/Write Applications, Blobby Manages Your Workbook Tabs, User Memory, Cube Planning and Building, and Omni With Any LLM You Can Imagine
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Demos highlight what we are working on or experimenting with, but are not a guarantee of release. Let us know your thoughts at [support@omni.co](mailto:support@omni.co).
## Apps POC Tracker
*`William Watkins · Apps AI`*
William demos a new Omni app for SEs and sales teams to track POCs — capturing success criteria with customers, logging notes/values, and auto-generating shareable CSVs and executive readouts from Fathom recordings.
## App Styling and Theming
*`Jared Hardy · Apps AI UX`*
A look at new prompt-driven styling options for Omni apps, including full-width headers, editorial layouts, retro themes, split views, and font/color swaps — plus early work on shared style-guide context for consistent app theming.
## Inspector Query Details
*`Jared Hardy · Apps AI`*
New refinements to the data inspector panel show more detail on underlying queries, with improved highlighting, click-to-expand query details, and clearer visibility into filters and field placement across an app.
## Apps Public API Navigation
*`Austin Aranda · Apps Content Organization`*
A demo of a custom home navigation app built on Omni's new public APIs, featuring a data catalog with ERD views, joins, field descriptions, favorites/shared/recent views, and search — giving users a way to explore dashboards before opening them.
## Dashboard Editing via Slackbot
*`Ben Horne · Dashboards MCP`*
Editing published Omni dashboards directly from Slack via MCP — the bot automatically spins up a draft, changes a chart type, adds a new chart, and adds a filter, all without touching the live published version.
## Workbook AI Tab Management
*`Chris Swenson · Workbook AI`*
New AI capabilities let users manage workbook tabs directly from chat — updating existing tabs, creating new ones, and renaming tabs based on natural-language requests, reducing manual workbook cleanup.
## Run Dashboard Queries from Chat
*`Gustav Staprans · AI Dashboards`*
A customer-requested feature that lets users run existing dashboard queries directly from chat — searching for relevant dashboards and executing their queries without needing to open the dashboard or enter split view.
## User Memory Feature
*`Gustav Staprans · AI`*
Omni's newly GA'd user memory feature automatically remembers user-specific details (like a GitHub username) during chat sessions, with manual review/undo controls and an admin toggle to enable or disable it for their organization.
## CSV Upload for Apps
*`Nathan Agrin · Apps AI Upload`*
A demo of CSV upload for Omni apps — turning uploaded spreadsheets into interactive, queryable app views, including a custom "shame list" spreadsheet app for tracking team goal submissions.
## Layers by Default Feature Flag
*`Rob Miller · Visualization`*
A heads-up that a new feature flag will make the Layers editor the default experience for all new visualizations, bringing a new chart picker, more click-based interactions, and an opt-out path back to the classic editor.
## AI Model Provider Cost Comparison
*`Zef Li · AI Model Selection`*
We compare AI model providers (including upcoming Bedrock support) side by side on cost and output quality, showing real credit-cost differences between cheaper and more expensive models.
## Blobby Debugging and Assertions
*` Dylan Israel · Apps AI Administration`*
New debugging tools give Blobby the ability to capture console asserts, error logs, and screenshots when something fails in an app — helping explain what went wrong and enabling smarter, self-diagnosing fixes during app design and testing.
## Automatic Cube Planning and Management
*`TJ Banghart · Dashboards Cubing AI`*
Building more into the cubing layer to allow Blobby to smartly build roll-ups to improve performance and cost for dashboards