> ## 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.

# June 12, 2026

> Tons of Apps Examples, Improving the Evals Framework, Pixel Perfect First Look, Github App Support, and More

<Note>
  **Stay in the loop!** Subscribe to the [demo RSS feed](/demos/rss.xml) to be notified when we post new demos.

  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).
</Note>

## Invoice Reconciliation App

*`Joe Seib · AI Apps, Use Cases`*

Joe demos a Blobby-built app that compares vendor invoices against contract amounts, helping the finance team catch billing discrepancies before approving payments.

<Frame>
  <iframe src="https://www.youtube.com/embed/1zZXbAEzHIY" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## App Edit Flow and Draft-Publish

*`Meredith Dodge · AI, Apps`*

Product demo of improvements to the app editing experience — Blobby can now re-open and edit existing apps, a draft/publish flow with version history is coming, and a "query-first" workflow lets you build a workbook query and then generate an app from it.

<Frame>
  <iframe src="https://www.youtube.com/embed/-dAvAQoXzUY" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Salesforce Pipeline App

*`Adrien Beaufils · AI Apps, Use Cases`*

Adrian demos a Blobby-built Salesforce deal analysis app with polished UI showing pipeline data, deal timelines, BDR notes, case studies, and direct links — built to fill gaps where Salesforce falls short for AEs and SEs.

<Frame>
  <iframe src="https://www.youtube.com/embed/aO4rDqakGdM" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## GitHub App Git Integration

*`Conrad Slimmer · Git, Modeling`*

Demo of work-in-progress GitHub App-based authentication for Omni's Git integration, replacing SSH/HTTPS password auth and opening the door to future features like automated PR creation and status checks in the Omni UI.

<Frame>
  <iframe src="https://www.youtube.com/embed/Q9OzObsUKaQ" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Financial Balance Movement Pattern Docs

*`Conor O'Mara · Docs, Use Cases`*

A semantic layer query pattern for finance customers that correctly calculates opening balance, closing balance, and movement regardless of how dimensions are pivoted.

<Frame>
  <iframe src="https://www.youtube.com/embed/LqRkqEwPuvg" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Omni Chrome Extension

*`Conor O'Mara · API, Apps`*

Conor demos an updated version of the internal Omni Chrome extension (new tab page) refreshed with the new brand guidelines — updated palette, greeting, links, and a Blobby hover animation.

<Frame>
  <iframe src="https://www.youtube.com/embed/-5xo9u-jx4E" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## AI Model Suggestion Ignore

*`Chris Swenson · Modeling, AI`*

Demo of a new feature giving users control over AI suggestion lifecycle — users can ignore suggestions with an optional reason, view ignored suggestions, and the AI uses the reason to avoid re-suggesting or to redirect its suggestion accordingly.

<Frame>
  <iframe src="https://www.youtube.com/embed/2NDuVUEekhc" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Thundra Multi-Instance Manager

*`Luke Bowerman · Internal Tools`*

Demo of Thundra, a rewritten internal dev tool for managing multiple concurrent local Omni instances — shows branch info, PR links, drag-and-drop branch checkout, and port distribution. Includes a PSA that V2 Document APIs are now shipped and will exit experimental status within the week.

<Frame>
  <iframe src="https://www.youtube.com/embed/HKyuBLrUIKU" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## App Builder Field Switcher Control

*`James Bueche · AI, Dashboards`*

Brief demo of new app builder capability to expose controls (starting with a field switcher) to the builder via the agent, allowing dynamic field switching to be added to apps.

<Frame>
  <iframe src="https://www.youtube.com/embed/PGLyiIhMYvY" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## AI Hub Eval Expected Behavior

*`Joel Dodge · AI, Evals`*

Demo of a new "expected behavior" column in AI Hub's eval UI — lets users provide a rubric or heuristic hint to the AI judge for evaluating prompt responses, with full API coverage shipping the same day.

<Frame>
  <iframe src="https://www.youtube.com/embed/1dAsL9j4iIA" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Claude MCP to Blobby App Lift

*`Arielle Strong · AI, Dashboards`*

Demo of lifting a Claude-generated MCP dashboard (hard-coded HTML data) directly into Omni via Blobby — Blobby recreates the app with real semantic layer queries, making it shareable and maintainable. Also previews upcoming MCP tool support for creating Omni apps directly from Claude.

<Frame>
  <iframe src="https://www.youtube.com/embed/k4acAef6gGU" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Pixel-Perfect Reports

*`Arielle Strong · Dashboards, Scheduler`*

Early preview of a new pixel-perfect report editor being built into Omni for print-ready outputs like bank statements, invoices, and regulatory reports — featuring headers, footers, repeating sections, live data connections, and page-splitting tables, built on a third-party banded report engine.

<Frame>
  <iframe src="https://www.youtube.com/embed/_zFUJB8EQEU" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## App Generation Streaming Feedback

*`Dan Mosora · AI, Apps`*

Demo of a quality-of-life improvement showing live token streaming in the app generation UI so users can see the agent working in real time rather than waiting silently, plus a fix for date axis rendering in generated charts.

<Frame>
  <iframe src="https://www.youtube.com/embed/01BlpcpfRjw" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## App SDK Improvements

*`Nathan Agrin · AI, Apps, SDK`*

Roundup of app SDK improvements: a new "app" chip label distinguishing apps from dashboards, report reformatting capability, data refresh controls (with and without cache), number formatting fix for large integers, and security hardening across the app SDK.

<Frame>
  <iframe src="https://www.youtube.com/embed/Sf9KhBzs23k" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Blobby Connection Setup

*`Nathan Agrin · Administration, AI`*

Demo of a resurrected feature (now built on Mythos) allowing users to create new database connections directly through a Blobby conversation — credentials are screened before reaching the LLM, and the connection is immediately live and queryable.

<Frame>
  <iframe src="https://www.youtube.com/embed/JfyIKqXY85s" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Engineering Activity App

*`Dan Mosora · Apps, Use Cases`*

A completed app showing engineering team activity (lines of code, commits, files touched) generated entirely by Blobby during the meeting, demoing the edit flow with live streaming updates as the app rewrites itself on edit.

<Frame>
  <iframe src="https://www.youtube.com/embed/TCsibjrLdnM" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>
