July 24, 2026

Direct Ticket Creation

When you give Liz an explicit instruction to create a single Jira ticket, it now does so immediately and reports the result. Previously, even clear create requests were routed through a draft-and-confirm step. The confirmation flow still applies when you ask Liz to draft or review a ticket first, or when the request involves multiple tickets, an ambiguous project, or insufficient detail to form a complete ticket.

July 20, 2026

Confluence Comments from Chat

Liz can now post comments on Confluence pages directly from the conversation, including replies with quoted context and @-mentions, with a confirmation step before publishing.

Document Type Classification

The upload dialog for business context documents now includes a Classification section. You can optionally assign one or more nodes to a document and then tag it with types, including custom types you enter yourself. Assigned types appear as labels in the documents table, so you can see at a glance how each document is categorized.

Full-File Analysis for Large Documents

Liz now processes the entire uploaded document rather than partial excerpts when answering quantitative questions about large files like CSVs.

General improvements

• Made data exploration — deeper analytical questions across your connected data, including aggregations, cross-referencing, and trend analysis — available to every organization rather than a subset of accounts.
• Added support for uploading HTML files as business context documents or chat attachments.
• Fixed an issue where Liz referenced file paths or claimed that output was saved or downloaded to a location outside the chat. Large results such as tables and data exports are delivered directly in the conversation.
• Fixed an issue where chat sessions occasionally appeared empty on the first visit to the homepage.
• Fixed an issue where resuming a previous conversation and sending a new message did not automatically scroll to the latest reply.
• Replaced the generic error shown when a Slack connection expires or is revoked with a specific prompt to reconnect Slack in Settings.
• Fixed the "Skip for now" option on the tool-connection step during onboarding, which previously left users stuck on the same step.
• Fixed chat file uploads failing when the filename contains special characters.
• Corrected the Spending Details description to accurately list "date" and "user" as the available filters, removing references to filter options that do not exist.
• Corrected the spending badge in the user menu to display usage against the lockdown cap instead of the lower warning cap.
• Clarified the action button on the spending lockdown banner, which now reads "Temporarily disable until next month" — the previous label implied the lockdown would be removed permanently.

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Security updates Patched known vulnerabilities across container base images, backend runtime, and frontend dependencies, including a Node.js runtime update. All remediations were identified and prioritized through automated vulnerability scanning. No user action required.