August 21, 2026

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Omni Migration Tools

Justin He · Use Cases Migration Justin walks through Omni’s AI-assisted migration workflow, importing a Metabase dashboard and using AI to translate it into Omni data models, dashboards, and drafts for review.

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Python Notebook Workflow

Jonathan Swenson · Python A look at an early-stage notebook interface (Marimo/Jupyter-style) for running queries with pandas, referencing data frames, saving state, and iterating on cells.

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OmniFrames DataFrame Library

Dan Spangenberger · Python Compute Dan introduces OmniFrames, a new Pandas/PySpark-style data frame library built on Omni’s semantic layer that pushes compute down to the warehouse, including UDFs and computed columns.

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Snowflake UFO Sightings Prediction

Austin Aranda · Python Apps Austin demonstrates using OmniFrames and Python to build a spatial prediction model on a sample UFO sightings dataset, then writes the predictions back to Snowflake and visualizes them in a dashboard.

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Pylon Sentiment Analysis

Austin Aranda · Apps Use Cases Austin shows an internal sentiment analysis example using Pylon support data to surface negative customer experience themes for the team.

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Dashboard Builder UI Enhancements

Ben Horne · Dashboards A quick tour of new dashboard creation features: adding text tiles/headers directly in create mode and applying custom brand color palettes to charts.

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Skills Builder

Arielle Strong · AI Skills A demo (on behalf of James) of a new skills system that lets Blobby build and update reusable skills directly from a chat conversation, which then surface as slash commands.

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Multi-Query AI Summarization App

Arielle Strong · AI Appps Use Cases An app that summarizes pipeline metrics across multiple queries, with dynamic prompt variants triggered by buttons and shareable via URL-based filters.

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Write-back Apps

Arielle Strong · AI Apps Writeback Early write-back capabilities for apps, showing input columns that let users edit and persist data (tags, notes, comments) back to the warehouse from within an app.

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App Security Safe Domains

Dan Mosora · AI Apps Administration New org-level security controls for apps, including safe domain allowlists for loading images and org-wide default policies that admins can enforce.

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Onepager Skill

Nathan Agrin · AI Skills A custom Blobby skill (“/onepager”) that generates concise one-to-two-page reference documents to help ramp up on unfamiliar domains.

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Query Deserialization Performance Fix

Nathan Agrin · Performance A behind-the-scenes performance improvement discovered while exploring browser-worker query execution, cutting deserialization time by one to two orders of magnitude.

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Vizland Labels Feature

Nathan Agrin · Visualization A preview of a new labels feature built on Vizland’s layers system, enabling per-layer data labels, independent formatting, and correct legend filtering behavior.

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Cross-Model Tabs

Jade Khiev · Workbook Dashboards An overview of cross-model tabs, letting users build and switch between workbook tabs backed by different models within a single workbook.

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Session-Level AI Suggestion Classification

Jade Khiev · AI Analytics Administration A deep dive into session-level classification of AI chat data, covering labeling, topic/summary generation, and how this powers smarter AI suggestions.

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dbt Docs Refresh

Erin Cochran · dbt Docs A refreshed, more guided version of Omni’s dbt integration documentation, including a new metadata reference for dbt sync behavior.

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Credits Usage Feature Flag

James Davidson · AI Administration A new feature flag showing per-prompt AI credit usage within chat instances, plus a running total of credits used in a user’s profile.

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Embedding Apps with Filters and Resize Events

Meredith Dodge · AI Apps Embed Embedded apps are out in beta! All of the flexibility and visual control of native apps with the governance and user management depth of the core Omni embedded app.