Consolidated MCP Tools
The Amplitude MCP server exposes a smaller set of outcome-based tools rather than one tool per operation. An agent picks a goal, like working with dashboards or cohorts, and passes an action, instead of loading separate tools for each CRUD step.
Also shipped Aug 17, 2026Amplitude in August 2026 →
AI mode for sensitive data classification (Public Preview)
Sensitive data classification now supports AI mode in public preview. When you enable AI mode on a classification profile, Snowflake uses the OpenAI GPT-5 Mini model to identify additional semantic categories beyond those detected by standard classification, which can improve accuracy.
New SNOWFLAKE_COCO_USAGE_HISTORY view in Account Usage and Organization Usage (General availability)
The SNOWFLAKE_COCO_USAGE_HISTORY view is now generally available in the ACCOUNT_USAGE and ORGANIZATION_USAGE schemas. It provides a unified view of usage history for CoCo across the CLI, Desktop, and Snowsight interfaces. The information in the view includes the number of credits consumed each time a user interacts with CoCo.
Upcoming deprecation of the data quality monitoring downstream_impact column
The downstream_impact column in the data quality monitoring results system table is being deprecated. Deprecation begins September 7, 2026, and rolls out gradually across regions over the following week. Until the rollout reaches your workspace, you might still be able to query downstream_impact .
Upcoming deprecation of the data quality monitoring root_cause_analysis column
The root_cause_analysis column in the data quality monitoring results system table is being deprecated. Deprecation begins August 18, 2026, and rolls out gradually across regions over the following several days. Until the rollout reaches your workspace, you might still be able to query root_cause_analysis .
Session restore for serverless jobs is now in Beta
Restore the Python variables and Spark session from a serverless compute job run into a new interactive notebook, so you can debug a failure or explore results without rerunning the job. Databricks automatically captures a state snapshot when an eligible run fails, runs 30 minutes or longer, or is cancelled, and keeps it for 7 days after the run completes.
Identity attributes in ABAC column mask policies (Beta)
Identity attributes are in Beta. You can now write Unity Catalog ABAC column mask policy conditions that target users by attributes synced from your identity provider, such as department or country , in addition to group membership.
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Multiple triggers for Guides and Surveys
What it is: Add more than one trigger condition to a single guide or survey. The conditions combine as an OR list, so the experience launches when any one of them is met. This replaces the previous workaround of duplicating a guide and giving the copy a second trigger, which meant maintaining two of everything.
Amplitude Global Agent in Discord
Run '/amplitude' with a prompt in a Discord server channel to ask a question about your product data. Amplitude answers in the channel with chart images and suggested follow-up buttons, running the query as you and respecting your existing project permissions.
Right Event, First Try
Description: Typing in the event dropdown now ranks results on more than text match. Search blends the text match with how often an event is queried across your org, how recently it has been used, and whether it's marked official in your taxonomy, so governed and commonly used events surface first.
Data Assistant Agent
The Data Assistant Agent reviews your taxonomy and surfaces a prioritized list of recommended fixes, drawing on how your events are used, your AI-controls context, and your project stats.
Image Upload in Web Experiment
Description: Customers in any paid tier can now upload images to change/insert images in the web experiment visual editor. Why: Customers have been asking for this simple feature for a while and now they are able to upload images just like in Guides and Surveys rather than upload to their own CDN and then manually copying the link.
Web Experiment: Cookie consent management
Description: The Web Experiment script now supports cookie consent gating. Customers can defer all device storage and third-party requests until a visitor consents , while still running experiments flicker-free while consent is pending.
Embedded Guides & Surveys on Mobile
Customers can now embed guides and surveys inline within their mobile app UI as card embeds , anchored to a specific view rather than shown as an interrupting overlay.
Schedule experiment stop
Description: You can now schedule when an experiment or flag stops , not just when it starts. Set a start time, an end time, or both. At the end time, delivery stops, the analysis window freezes, and the experiment moves to Completed (Pending decision) .