Changelog

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askAgent() Works Everywhere

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Wildcard API URL Patterns

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Generated Images as Documents

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Help Menu Redesign

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One-Off Script Triggers

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Improvements

• Basic auth hint — The API capability form now clarifies that Basic auth secrets should be stored as username:password (the platform handles encoding).
• Capabilities tab cleanup — Workspace admin capabilities are now shown at the top for admins; duplicate MCP server list removed.
• Pricing page — The trial button now shows “25,000 credits included”.

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Bug Fixes

• Agent move from management page — Fixed the bulk/single agent move action that was failing with a 400 error.
• Generated image documents — Fixed an edge case where the document wasn’t created for agents without certain capability settings.
• Agent import/clone file copy — Document files are now properly copied in cloud storage when importing or cloning an agent.

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In-Product Help Bubble

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delegate_task: Full Context Mode

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VM Downloads Appear in Documents

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”Admin” Renamed to “Owner”

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Workspace Analytics: More Tables

• agent_user_access — per-user access grants on agents
• team_memberships — replaces the previous lossy single-team column

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New Model Support

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Improvements

• Admin-only capabilities are now shown as disabled cards on non-admin-only agents, so workspace admins can discover and enable them without first toggling the agent’s admin-only setting.

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Bug Fixes

• Folder deletion now cascades correctly — deleting a folder removes all its contents. Previously, children were orphaned and kept appearing in agent LLM contexts. Non-empty folders now show a confirmation modal before deletion.
• Agent Management on narrow screens — The Agent column no longer collapses when the window is narrow; less-important columns hide responsively instead.

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Virtual Machine for Everyone

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Workspace Analytics

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Admin-Only Agents

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Credit Details Defaults

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Improvements

• Capability panel toggle — Enable or disable a capability directly from the settings panel without going back to the capability card. OAuth from the chat panel now restores the panel on return and auto-links the new token.
• Evals tab — Model Settings is now a collapsible card with a summary line showing configured models. Eval-run and grading credits are now shown separately in result views. New “Chat with agent” button to get started with evals.
• Admins column — The Admins column is back in the agent management table, visible at a glance without expanding each row.

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Bug Fixes

• Scheduled agent crash — Fixed a crash that occurred when a scheduled agent referenced a deleted or missing tool credential.

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New SharePoint Tools

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Eval Improvements

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Thinking Mode & Context Meter Fixes

• The thinking mode toggle is now hidden for models that don’t support it, keeping the interface clean.
• Corrected Opus 4.7’s thinking support flag — thinking mode is now correctly configurable for that model.
• Fixed the context fullness meter, which was previously underestimating usage by ~3×.
• The context weight indicator now opens as an interactive popover with more detail.

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Save Messages (Email & SMS Message Log)

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File Downloads in Agent-Built Apps

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Upgraded Image Generation

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Autodesk Integration

• OAuth now works correctly for all users (not just the authorizing user)
• Token refresh no longer requires re-authentication
• Forge Viewer correctly selects 2-legged or 3-legged tokens based on the use case

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Improvements

• Soft-delete for admin resources — Deleting users, workspaces, and agent configs now uses a soft-delete approach with a recovery grace period, consistent with other platform resources.
• Agent details in Usage Reports CSV — Usage report exports can optionally include a per-agent breakdown.
• RSS feeds — Permanently broken RSS feeds are no longer retried indefinitely.

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Bug Fixes

• Typing lag on new chat — Fixed a debounce issue causing typing lag when opening a new chat.
• Auto-resize edit message textarea — The edit-message input now grows to fit the content.
• Last activity in CSV export — Fixed the Last activity column in workspace and team management CSV exports.
• Agent document ownership check — Document deletion now correctly verifies the requesting agent owns the document.

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Built-in Documentation Search

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Trello Per-Agent Event Filters

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Admin Oversight for Private Agents

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Code Rendering Improvements

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Soft-Delete with Recovery Period

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Improvements

• Dark-mode vendor icons — Model selectors now show proper light-fill icons for GPT and Grok in dark mode.
• Chat hero alignment — The new-chat hero text and elements now align correctly with the chat input width.

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In-Chat Agent-to-Agent Connections

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Agent Discoverability Settings

• None — no other agent can discover or reach this agent
• Team — only agents in the same team can contact this agent
• Workspace — all agents in the workspace can discover this agent

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Batch Eval Runs

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Chat Start Mode

• Silent (default) — no opening message; the user types first
• Fixed — the agent sends a seeded opening message
• Auto — the agent generates a context-aware opening message

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HTTP API: Per-Agent CORS Settings

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Model Provider Icons & Cost Tiers

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LLM Vendor Credentials

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Improvements

• Slack channel name in agent context — Agents now see the human-readable channel name (e.g. #dev) in their Slack context alongside the channel ID, avoiding unnecessary API calls to look it up.
• “User access” — The agent access settings tab is renamed from “Team access” to “User access” for clarity.

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Human-Friendly Shell Activity View

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Eval Import: Overwrite Existing Evals

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Improvements

• Code execution timeout — The default timeout for code execution has been raised from 5 seconds to 30 minutes. Agents doing long-running work (delegating to sub-agents, polling APIs) no longer need to manually set a timeoutSeconds value to avoid interruption.
• github_api_request: more token-efficient file editing — Base64 file content is now stripped by default from GitHub API responses, making file read/edit workflows significantly more token-efficient. Raw bytes can be requested by setting includeBase64: true, ideally from inside code_execution.

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Bug Fixes

• Export Agent from Settings — The Export Agent modal’s Export button was always disabled when opened from agent Settings. Now works correctly.
• HTTP API endpoint validation — Creating an HTTP API endpoint with an empty path now correctly shows an inline error instead of silently failing.

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Google Drive: Reconnect Without Losing Files

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Improvements

• Drive file listing — Files are now fetched individually instead of via a bulk list, removing the previous 100-file limit and enabling per-file accessibility status. File names and metadata are cached so they remain visible even after a token loses access.
• Clearer Drive error messages — The portal now distinguishes between a token-level auth failure (prompts you to reconnect) and a per-file access issue (shows which files are inaccessible), rather than showing a generic error.

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Google Drive Full Access

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Improvements

• “Virtual Machine” capability — The capability previously called “Sandbox” has been renamed to Virtual Machine throughout the portal, making it clearer that it provides a full cloud VM environment.
• Agent management: filter overlay — The filter panel on the agent management page is now a right-side overlay drawer. Multi-select filters (capabilities, teams, tags, models) now use searchable checklists for easier navigation.
• API capabilities and MCP servers in agent management — Agent cards in the management view now show API capability and MCP server badges in the expandable section, with searchable filters for both in the filter overlay.
• Billing: credit allowance reference line — The credit balance history chart now shows a dashed line at your monthly credit allowance level, making it easy to see how your balance relates to your plan.
• Approval tab improvements — The approvals list now has filter buttons (All / Pending / Approved / Rejected) with server-side pagination for better performance with large approval lists.

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Bug Fixes

• Trial expiry with remaining credits — The account-status banner now correctly appears for workspaces whose trial period has expired but still have credits remaining.

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http_request: Save Binary Responses as Documents

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Improvements

• Faster agent avatar loading — Agent avatars now use compact WebP thumbnails in sidebar and list views, significantly reducing bandwidth and improving load times.

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Bug Fixes

• Credit usage widget — The sidebar credit bar now updates immediately when a chat error occurs or when you switch back to a browser tab, preventing stale or incorrect credit counts after background work.
• Credit widget for non-admin users — Users with Use or Edit access to an agent (but not a workspace admin) now see correct credit usage in the sidebar.
• Billing page — Customers whose subscription plan has been archived in Stripe now continue to see their current plan correctly on the billing Plans tab, with the correct “Current subscription” badge.

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Voice Call Cost Tracking

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Comprehensive Agent Management Filters

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Improvements

• Support user access — Workspace admins can now add support users as admins on private agents directly from the agent overview row. Revoking a support user’s workspace access automatically removes them from all agent access lists. A Support badge is now shown next to support members in the agent user access settings table.

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Cloud Storage Capability

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Slack Trigger Mode

• Chat mode (default) — the existing behaviour, where Slack messages arrive as agent chat messages
• Trigger mode — raw Slack Events API deliveries are passed directly to the agent as a SlackTriggerEvent, enabling custom handling of any bot event (channel joins, reactions, etc.) via agent instructions or scripts

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Sandbox: No More File Size Limit

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Chat Feedback and Loading Indicators

• Progress messages appear when the agent hands off to a tool, so you know work is happening
• Shimmer loading states on thinking blocks, tool calls, and thought bubbles give smooth visual feedback during processing

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Improvements

• Office file suggestions — Agents with the Sandbox capability disabled now correctly suggest enabling it when you ask to create Word, Excel, or PowerPoint files (.docx, .xlsx, .pptx), rather than suggesting unrelated alternatives
• Remove disabled MCP servers — You can now remove a disabled MCP server from an agent without having to re-enable it first

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Bug Fixes

• Rename Agent — The Save button in the Rename Agent modal is now correctly enabled when accessed from the Agent Settings page
• Voice recording preserved on credit limit — Fixed a bug where hitting a credit limit (team, daily, or account blocked) while recording audio via microphone would silently destroy the in-progress recording or transcription; the input area now stays mounted during an active recording flow

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Value / Impact Field for Agents

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Chat Filter Improvements

• “All chats” now truly shows all chats, including remote (e.g. Slack) chats
• The filter previously called “Remote chats” is now “Hide remote chats” — acting as a toggle to exclude transport-bound chats when desired
• The “Hide remote chats” option is hidden when an agent has no remote chats
• The filter now resets to “All chats” when you switch between agents, preventing confusing empty states

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Improvements

• Slack responses — When an agent produces multiple text segments in a single turn (before and after a tool call), these are now separated by paragraph breaks in Slack instead of running together on one line.
• Tool call UI — Document names are now shown for array document ID parameters (e.g. in delegate_task), matching the annotation already shown for single documentId fields.
• http_request tool — A new dataDocumentId parameter lets you send an agent document file as the raw request body, useful for forwarding files to external APIs.

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SharePoint Fixes and Improvements

• Correct site access enforcement — Site-level access restrictions now correctly match compound site IDs, fixing cases where restrictions could silently fail to apply.
• Case-insensitive library matching — Document library names like “Documents”, “documents”, and “Shared Documents” are now treated equivalently.
• Tenant URL in tool descriptions — The agent now knows your SharePoint base URL pattern after connecting via OAuth, reducing guesswork.
• Clearer setup guidance — SharePoint and Outlook connection instructions have been updated to correctly direct you to the personal token flow and Entra admin consent, preventing confusing suggestions about Azure AD app registrations.

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Agent Document Transcription

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Capabilities Deep Links

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Document Panel Auto-Reload

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Agent Descriptions on Overview Cards

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Improvements

• Portal performance — The agent list, chat list, HTTP APIs, and secrets pages now load significantly faster. Large workspaces that previously saw 3–4 second load times should see sub-100ms responses.
• Slack webhook verification — Custom webhook endpoints now automatically handle Slack-style URL verification handshakes, making it easier to connect third-party services that use this verification pattern.

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Bug Fixes

• Slack capability enforcement — Fixed a regression where Slack webhooks were processed even when the Slack capability was disabled on an agent.

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Slack Remote Chat Unification

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Chat Filter Menu

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Iframe Tool Calling

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Improvements

• HTTP API secret injection — Secret handling is now split into three clear tiers: manual placement, auto-injection (bearer, API key, basic auth, custom header, query param), and managed auth (OAuth 2.0, GCP service account, JWT). The API auth UI groups these tiers clearly so it’s easy to pick the right approach.
• Scheduled trigger error clearing — Error messages on scheduled trigger runs are now automatically cleared when the next run completes successfully, so stale error states no longer linger in the UI.

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Slack as a Chat Channel

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Unread Indicators for Background Chats

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Self-Service Invoices for Credit Purchases

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Improvements

• Accurate context fullness indicator — The conversation fullness ring now starts at ~0% on a fresh chat (previously ~20%), since platform overhead is excluded from the calculation. The ring grows as your actual conversation content accumulates.
• Voice input protection — The send button and Enter key are now disabled while a voice recording or transcription is in progress, preventing accidental message sends that would discard the in-progress audio.

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Bug Fixes

• Billing page access — Invoice-billed workspaces (non-Stripe) could reach the billing page via a leaked link in the user menu or by navigating directly to the URL. Both entry points are now blocked with a redirect to the workspace home.

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Granular SharePoint Access

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Claude Adaptive Thinking

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Improvements

• Voice call error handling — When a voice connection fails, callers now hear a friendly spoken message instead of dead silence. Swedish is supported with a localized fallback message.
• API capability panel stability — Fixed an issue where opening “Add secret” from the in-chat API capability flow would reset the panel and drop users back to the empty “configure new API” form after creating a secret.

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Bug Fixes

• Activity log tool call counts — Fixed activity log tools reporting double the actual number of tool calls, which caused agents reading their own activity logs to incorrectly conclude their executions were redundant or inefficient.

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Slack Bot-to-Bot Communication

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Telnyx SMS Provider

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Local Timezone for Scheduled Triggers

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Sidebar Chat Improvements

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Improvements

• Shell tool UI — Shell commands now render in a distinctive terminal-style panel with a $ prompt and monospace font, with live typewriter animation during execution
• Environment name in browser tab — Non-production environments now show “Abundly Test” or “Abundly Stage” in the browser tab title
• Gemini streaming reliability — Transient errors during Gemini streaming (429/503) are now retried automatically with safeguards against duplicate output

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Bug Fixes

• API capability secret binding — Fixed the secret binding dropdown not appearing for managed auth methods (GCP Service Account, JWT Bearer, OAuth 2.0 Client Credentials) on capability cards

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Agent Name in Browser Tab

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Restricted API Capabilities Visibility

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Improvements

• URL-synced pagination — Page numbers across admin and portal pages are now synced to the URL, making them bookmarkable and preserved on refresh

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Multi-Field Secrets

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User Account Deletion

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Virtual Shell Capability

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Generic HubSpot & Trello API Tools

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Improvements

• Nested code execution — Agent scripts can now call other scripts, enabling multi-file project organization for complex automation
• Skills library for sub-agents — Delegated sub-agents now have access to the skills library, improving their ability to handle specialized tasks
• Team admin usage reports — Team admins can now view usage reports scoped to agents in their admin groups
• Code execution abort — The stop button and timeouts now properly abort running code execution scripts
• Error boundary clarity — The error recovery button now clearly describes what it does
• Image caching & Firefox fixes — Improved image cache headers and fixed drag-and-drop overlay behavior in Firefox

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Bug Fixes

• Scheduled trigger editing — Fixed an issue where agents could fail to edit documents when running from scheduled triggers
• Agent file migration — Fixed files not being updated when moving an agent between workspaces
• Voice call stability — Fixed the silence watchdog incorrectly firing during long agent responses

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Send Email from Outlook

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Improvements

• Voice recording filenames — Voice recordings now use the correct file extension based on your browser’s audio format, fixing inconsistencies where uploaded and downloaded files could have mismatched extensions
• Modal UX — The rename chat dialog now pre-fills and selects the existing name for quick editing, and all smaller dialogs are now vertically centered for a cleaner look

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Bug Fixes

• Usage page loading — Fixed an issue where the Usage page could briefly flash incomplete content before all data had loaded

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Leave Team & Workspace

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Improvements

• Trello webhook reliability — Per-agent webhook URLs now correctly respond to HEAD probes from Trello (and similar services), fixing webhook registration failures. API credentials are also automatically trimmed of whitespace to prevent authentication errors
• Email link flexibility — Agents can now include clickable links to any URL in outgoing emails, including links that require authentication. Recipients simply click through and log in as needed. Embedded resources like images and backgrounds are still validated

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Sandbox Capability

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API Capabilities with OAuth Support

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Platform Links in Emails

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Improvements

• PDF page info — readPdfPagesVisually now returns which pages were skipped and the total page count, so agents can handle out-of-range pages gracefully
• Clearable search fields — Search inputs in the customer filter and admin users page now include a clear button
• Star icon visibility — Starred chat icons are now easier to see across both light and dark mode
• Sub-agent visual QA — Delegated sub-agents can now use image inspection tools, improving visual quality checks in multi-agent workflows

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Bug Fixes

• Email attachment button — Fixed the “Open” button on email attachments being invisible due to a color issue
• Voice webhook URLs — Fixed voice call webhooks sometimes using an internal URL instead of the public agent URL

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Full GitHub API Access

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Generic Slack API Tool

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Agent Chats Page

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Improvements

• Tool call character counts — Collapsed tool calls now display total character count (input + output) with a subtle color-coded heat map, making it easy to spot expensive calls at a glance
• Chat documents panel — The side panel now uses card-based entries with image thumbnails, matching the visual style of the documents and chats list pages
• Usage reports — Trend queries now align to UTC day/hour boundaries for accurate period data; export defaults to the last month with group-by-team support and improved UI
• MCP admin docs column — A new inline-editable Docs column in the MCP capabilities admin table lets admins set documentation links directly

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Bug Fixes

• Basic auth secrets — HTTP API secrets using basic_auth injection are now automatically Base64-encoded at resolution time, so users can store plain email:token values without manual encoding

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Mobile-Friendly Capability Cards

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Autodesk Capability Improvements

• Model tree tool — A new get_autodesk_model_tree tool returns the element hierarchy of translated models (names, IDs, nesting) with optional depth truncation, complementing the existing properties tool for drill-down workflows
• DWG conversion formats — convert_autodesk_file now supports DWG → PDF and DWG → DWF output in addition to DXF
• Flexible OSS uploads — upload_to_autodesk_oss now accepts optional bucket and retention policy parameters
• Forge Viewer skill — A new skill captures knowledge about Three.js overlays, Revit property conventions, and coordinate systems for agents working with Autodesk models

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Iframe Fullscreen Escape Key

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Eval Validation Rules Include Skill Tools

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Bug Fixes

• Invitation flow — New users with pending invitations no longer see a distracting “Create a new workspace” button
• Widget system prompt — Whitespace-only system prompts now correctly fall back to the agent’s default message
• Autodesk token refresh — Fixed OAuth token auto-refresh and added offline_access scope for proper refresh token issuance

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Autodesk Capability

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HTTP API Auto-Injection Auth

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Save Email Attachments

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Relative Time for Scheduled Triggers

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Bug Fixes

• React sandbox globals — Lucide icon exports named Infinity and Map no longer shadow JavaScript globals in React documents. A new Lucide namespace (e.g. <Lucide.Camera />) is also available
• Activity log details — Expanding a log entry now correctly loads the full event data, fixing blank fields for email body and webhook payloads
• Voice call temperature — Custom temperature settings are now correctly applied to voice calls

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Configurable Agent Voice with ElevenLabs

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Multi-File App Folders

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Token Limit Handoff Summary

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Binary File Access in Scripts

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Recursive Folder ZIP Downloads

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Improvements

• Telnyx SIP voice enhancements — Parallel tool execution, adaptive silence watchdog, per-language speaking instructions, and session pre-building for lower latency
• HTML document API access — HTML documents in iframes can now use the same document API functions (query, insert, update, delete) previously limited to React apps
• File download extensions — Downloading text-based documents like CSVs no longer appends incorrect file extensions
• Move documents from folders — The “Move to folder” option now works correctly for documents already inside a folder

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Bug Fixes

• Immediate scheduled triggers — One-off triggers scheduled for “now” or seconds in the future are no longer silently dropped
• Script trigger sync — Converting a script-based trigger via “Sync from instructions” now correctly switches to the agent pipeline

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Chat Widget Header Customization

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Configurable Voice Audio Settings

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Gemini Image Generation Reliability

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Improvements

• HTTP API admin access — The HTTP API form modal now includes an admin access selector, so you can grant or restrict management access when creating or editing an API configuration
• Voice call stability — Voice call state is now shared across server instances, fixing rare issues where calls could go silent when webhook events were routed to different servers
• Voice call tool tracking — Tool calls made during phone conversations are now recorded, and a silence watchdog nudges the agent if it goes quiet without acting

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Bug Fixes

• Agent log page crash — Fixed the activity log returning errors when entries contained large email payloads
• Missing phone call events — Fixed phone calls not appearing in the event log when the post-call summary was empty
• Voice tool errors — Fixed voice sessions hanging when a tool call failed — the error now flows back so the agent can inform the caller

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Telnyx SIP Voice Provider

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Save Chat Documents as Agent Documents

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Progress Indicators During Tool Streaming

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Improvements

• Widget mobile experience — The embeddable chat widget now properly handles mobile virtual keyboards, prevents background page scrolling, and avoids iOS auto-zoom on text input
• Higher output limits — Agents running via triggers (email, scheduled tasks, webhooks) can now produce significantly larger outputs, fixing rare silent truncation issues on complex tasks

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Agent Export & Import

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Chat-Scoped Documents Replace Artifacts

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Eval Agent Sandboxing

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Eval UI Improvements

• Error/fail separation — Errors are now visually distinct from fails with orange badges instead of being lumped together
• Run naming — Name your eval runs via an inline pencil icon to easily identify them in history
• Abort runs — Cancel running evals from both the results and history tabs

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Widget Style Customization

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Phone Call Instructions from Documents

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Improvements

• Oversized tool output recovery — When a tool response exceeds the output limit, it’s now saved as a temporary document instead of being discarded. The agent gets a preview and can inspect the full result
• Email Reply-To support — The send email tool now supports a Reply-To header, so email replies can go to a different address than the sender
• Scheduled Tasks relocated — The Scheduled Tasks tab has moved from Settings to the Instructions page, sitting alongside the instructions it relates to
• Activity log fail reasons — Failed executions now display a prominent error box with the specific reason the execution was evaluated as failed
• Disabled agents hidden — Disabled agents no longer appear in the agent selector unless currently selected

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Bug Fixes

• Empty collection documents — Creating a data collection document without providing initial data no longer shows an “Invalid JSON data” error

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Automatic Image Scaling

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Bug Fixes

• Gemini 3 multi-turn tool calling — Fixed “missing thought signature” validation errors that could break multi-turn conversations using Gemini 3 models with function calls
• HTTP API secret display — Expanding an HTTP API config row no longer briefly flashes a raw ID before the secret name loads

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Slack File Attachments

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Smarter Slack User Matching

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Slack App Setup Improvements

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Mobile Responsive UI

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Bug Fixes

• Agent-to-agent responses preserved — Fixed a bug where text was silently discarded when an LLM response contained both text and tool calls, causing “No response” in agent logs

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Embeddable Chat Widget

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Call Transfer for Voice Calls

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Voice Call Capability Picker

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Batch Document Edits

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Improvements

• Agent timezone setting — Agents now have a configurable timezone (auto-set from your browser) used for scheduling and time reasoning
• Stronger scheduled task sync — Removing a scheduled task from instructions now reliably removes the corresponding trigger
• Subagent output limits — Delegated tasks now have a higher output limit (200K) for more room during complex work

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Bug Fixes

• Voice capability toggles — Fixed toggles doing nothing when the agent had never explicitly configured voice capabilities
• Voice session stability — Fixed sessions dropping when routed to different server instances

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Agent Timezone Setting

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Steep Analytics Capability

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Snowflake Connector Now Available

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Per-Agent Slack Webhook

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Google Calendar for All Customers

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Improvements

• Subagent output limits — Subagent tasks now have a higher output limit (200K), giving delegated work more room
• Safer Update Instructions default — The Update Instructions capability now defaults to chat-only and editors-only when first enabled
• HTTP endpoint names show URLs — Named HTTP endpoints now display both name and URL for clarity
• Cleaner agent selector — Removed the redundant green/red status dot; disabled agents now show a ban icon overlay instead

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Bug Fixes

• HTTP secret admin controls — Edit/disable/delete buttons now correctly hidden when user hasn’t claimed admin on a secret

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Google Calendar Access Control

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Bug Fixes

• Private Slack channel messaging — Fixed an issue where agents couldn’t post to private Slack channels even when the bot was already a member

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Usage Data Dashboard

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Voice Calls

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Improvements

• Better voice call quality — Upgraded speech detection to semantic VAD for smarter turn-taking, and improved the transcription model for better accuracy on phone audio
• Smoother voice call interruptions — Interrupting the agent mid-sentence now works more reliably, with proper handling of buffered audio
• Cleaner voice call hangup — The goodbye message now plays fully before the call disconnects, and call summaries are generated faster
• Stable usage chart colors — Agent and team colors in usage charts no longer shift when toggling visibility
• Bookmarkable group state — Expanded and collapsed groups on the agents page are now preserved in the URL, so you can bookmark or share a specific view
• Voice call summary narrated aloud — Fixed an issue where the agent could narrate the full conversation summary on the phone after ending a call, instead of hanging up cleanly

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Granular Secrets Access Control

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HTTP API Configuration

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Smooth Chat Streaming

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Agent Activity Log

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Lazy-Loaded Skills

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Improvements

• Client-side profile image compression — Profile images are now resized and compressed before uploading, making uploads instant and eliminating oversized-image errors
• Repeat course move-outs — New option allowing members in ongoing courses to move out multiple times, e.g. to access new agents added over time
• Document editor stays open on save — Saving a document in the maximized editor no longer unexpectedly closes the modal

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Claude Prompt Caching

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Structured JSON Viewer for Tool Calls

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Improvements

• Reduced memory usage — Switching between agents now properly cleans up conversation state, preventing the browser from accumulating memory over time
• Fewer unnecessary re-renders — The chat stream handler is now more stable, avoiding extra work on every incoming message

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Bug Fixes

• Multi-step tool calls with Claude — Fixed an issue where cache control markers could exceed Anthropic’s limits during long tool call sequences, causing errors
• Hot reload stability — Fixed a “SocketManager not initialized” error that could appear during development hot reloads

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Structured Agent Log Events

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Workspace Default Daily Credit Limit

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Bug Fixes

• Gemini cached token billing — Fixed an issue where cached tokens were being double-counted, making cached Gemini requests cost more than uncached ones.
• Grok cached token billing — Fixed a calculation error that could cause credits to be added instead of deducted when using Grok with token caching.
• Anthropic error handling — Server errors and mid-stream failures from Anthropic now display a proper error message instead of raw JSON text in the chat.

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Public Audio for Text to Speech

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User Avatar Tooltips

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Microsoft Teams Integration

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Bug Fixes

• Credit calculation for GPT and Grok models — Fixed an issue where cached tokens were being double-counted, resulting in slightly higher credit usage than expected for GPT and Grok model calls.
• Scheduled trigger sync — Fixed a rare issue where scheduled triggers could incorrectly link to non-existent script documents.
• Improved caching for tool-heavy conversations — Claude-based agents now cache more efficiently during multi-step tool call sequences, reducing credit usage for complex tasks.

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Bug Fixes

• MCP capability cards in chat — When an agent suggested an MCP capability in a chat message, the toggle card was always showing as disconnected regardless of the actual state. The cards now correctly reflect whether the capability is enabled or disabled, and toggling works as expected.
• Slack @mention triggers — Fixed an issue where Slack @mention triggers were being incorrectly suppressed, preventing agents from responding to mentions.

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Team Monthly Credit Limits

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Bulk Move Agents Between Teams

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Bug Fixes

• Incorrect model usage — During the past few days, agents with no preferred model were silently using the wrong fallback model (Claude Sonnet 4.0) instead of the global default (currently Claude Sonnet 4.5). The model shown in the UI now always matches the model actually used by the agent.

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Auto-Collapsing Document Folders

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Improved Voice Recording

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Bug Fixes

• Mobile sidebar menus — Dropdown menus no longer appear behind the sidebar overlay on mobile devices
• Walk & Talk on mobile — Layout now fits properly on small screens with appropriately sized buttons
• Endpoint credit tracking — MCP tool calls, HTTP API endpoints, and webhook triggers now correctly record credit consumption in the activity log

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MCP Disconnect Button

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Token Optimisation Mode

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Credit Cost Tracking

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Improvements

• Default daily credit limits — New workspaces are now created with a sensible global default daily credit limit per agent
• Chat draft persistence — Unsent messages and file uploads are preserved when navigating between chats, so you never lose work in progress
• Slimmer capability prompts — Capability instructions sent to the model are now more compact, saving tokens on every request
• Conversation memory as % full — The context window indicator now shows an intuitive percentage instead of raw token counts

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React App ‘Fix this’ Button

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Multi-Image Gemini Editing

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Default Thinking Preferences

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Improvements

• Conversation memory indicator — The context indicator now shows an intuitive ”% full” instead of raw token counts, with color-coded warning levels
• Faster capability activation — Triggers, agent-to-agent calls, and endpoint handlers now pre-activate all capabilities instantly, removing unnecessary startup delays in automated contexts

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Script Execution on Scheduled Triggers

• Webhooks, HTTP API & MCP too — Script execution also extends to webhooks, HTTP API endpoints, and MCP tools, so any integration type can now be backed by a script
• Full tool access — Scripts running on any trigger type can call tools and delegate to other agents

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Improvements

• Smoother chat scrolling — Auto-scroll during streaming is now less aggressive. Scrolling up immediately pauses auto-scroll so you can read in peace; it re-enables when you scroll back to the bottom
• Flexible HTTP request bodies — The http_request tool now accepts any valid JSON value (string, array, number) as the request body, not just objects — fixing issues with raw file uploads
• MCP capabilities in delegated tasks — Sub-agents created via delegateTask now correctly receive MCP-backed capabilities and user-added MCP servers

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Bug Fixes

• Slack double triggers — Fixed an issue where @mentioning the bot in a channel would trigger the agent twice
• Parallel code execution — Fixed a bug where concurrent code_execution calls could silently corrupt each other’s output

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Unified LLM Preferences

• Per-context model selection — Choose different models for chat vs. scheduled tasks vs. triggers
• Thinking toggle per context — Enable or disable extended thinking independently for each context
• “Run now” button — Recurring scheduled tasks now have a “Run now” button to trigger them on demand
• Activity log — Model and thinking settings are now recorded in activity log entries

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BigQuery for Everyone

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User Profile Images

• Upload or AI-generate — Upload your own photo or generate one with AI
• SSO fallback — If no profile image is set, your SSO provider avatar is shown automatically in all views

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Chat-Scoped Documents

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Improvements

• Smarter agent list filters — Search bar and toggle filters only appear when relevant, keeping the page clean
• Better tool call logging — GPT and Grok tool calls now appear in the Activity Log, matching Claude and Gemini

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Graph Database Capability

• 7 new tools — Create/find/delete nodes, create relationships, find neighbors, view schema, and run raw OpenCypher queries
• Enable per agent — Available as a new capability in agent settings

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Agents Aware of Available Models

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Workspace & Team Terminology

• “Customer” / “Team” is now called Workspace
• “Group” is now called Team

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Improvements

• Fresh new-chat page — Opening an agent now starts with a clean new-chat page instead of resuming the last conversation
• Auto-select agent name — The Create New Agent page now focuses and selects the name field, so you can start typing immediately
• Diary date deep-linking — The activity diary tab now supports ?date=YYYY-MM-DD in the URL for linking to a specific date
• Credit limit icon — Agent cards now show a compact dollar sign icon instead of a text badge for credit limits

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Smarter Slack Channel Handling

• Archived channels excluded — Archived channels no longer appear in channel lists, reducing clutter
• Faster lookups — Channel and user resolution is now paginated, improving performance for workspaces with many channels
• Abort support — Long-running Slack operations can now be cancelled

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Bug Fixes

• Block alert defaults — Legacy agents created before the block alert feature no longer have alerts accidentally enabled; alerts now default to off until explicitly turned on
• Consistent avatars — Avatars across the sidebar, chat, and members page now consistently show profile images with proper initials fallback

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Download Folders as ZIP

• “Download all” button — Available on the documents page to download everything in the current view
• Folder context menu — Right-click a folder and choose “Download folder as ZIP”
• Smart naming — Files in the ZIP use the document name with auto-added extensions; duplicates get a counter suffix

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Bug Fixes

• React artifact rendering — Fixed an issue where artifacts with helper functions could render the wrong component, showing “N/A” instead of the actual UI
• Data document editing — Editing invalid JSON in a data document no longer crashes the page; validation errors are shown inline and Save is disabled until fixed
• Admin user search — Rapid filter changes no longer cause stale data to flash in the results

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Disable/Enable Agents

• Hidden by default — Disabled agents disappear from lists and sidebar, with a “Show disabled” checkbox to reveal them
• Quick toggle — Enable or disable from the agent card gear menu
• Clear communication — Other agents see disabled agents marked as “(currently disabled)” and get a clear error if they try to call one
• Sync scheduled tasks — A new “Sync from instructions” button lets you re-parse scheduled tasks if instructions were edited while the agent was disabled

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Block Alert Notifications

• Per-agent settings — Choose who gets notified and what content is included
• Covers both block types — Alerts for plan blocks and security-check blocks

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Paste Images for Agent Profile Pictures

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Smarter Tool Output Limits

• When tool output is very long, agents don’t receive the data. Instead agents receive tailored advice with working code examples for filtering, compressing, or saving data
• Code execution sandbox now includes lodash, JSONPath, cheerio, and Papa Parse for handling large responses

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Improvements

• Rich Editor handles more markdown — Documents with links, tables, images, and code blocks no longer cause parsing failures in the Rich Editor

​

BigQuery Integration

• Dataset exploration — List datasets, tables, and view table schemas
• Query execution — Run SELECT queries with built-in security controls (read-only enforcement, 30-second timeout, 1GB billing limit)
• Cost awareness — Query results include bytes processed so you can monitor costs
• Team credentials — Uses GCP service account keys managed through the existing secrets system

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Download Documents from URLs

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Sleep in Code Execution

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Expose Agents as MCP Servers

• Tool configuration — Define which tools your agent exposes via MCP, each with its own prompt and optional model override
• Shared API keys — Authentication uses the same API key system as the HTTP API
• Activity logging — All MCP tool calls are tracked in the activity log

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Agent-Specific Webhooks

• Per-integration endpoints — Each integration gets its own URL at /agents/:agentId/webhook/:integration
• Fire-and-forget — Webhooks respond immediately with 200 and process asynchronously
• Custom prompts — Configure how your agent handles each integration’s callbacks

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HTTP API Endpoints

• Defined endpoints — Only configured paths respond; undefined paths return 404
• Per-endpoint prompts — Each endpoint can have its own instruction prompt
• Model overrides — Choose different models per endpoint for cost or capability tuning

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Unified API Access Settings

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Improvements

• Unicode filenames preserved — Document downloads now keep international characters (åäö, etc.) in filenames instead of replacing them with underscores
• User activity weekly graph fixed — Weekly and monthly views now correctly group data into proper time buckets

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Agent-to-Agent Calls in Evals

• Recursive support — Agent chains are supported up to 3 levels deep
• Per-agent tool overrides — Configure fake/exclude overrides for each sub-agent independently
• Run progress tracking — Active eval runs now show persistent status indicators with elapsed time in the eval tab

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Eval Tools UX Improvements

• Bulk actions — “Include All” / “Exclude All” buttons for quick tool override configuration
• Status badges — Tools tab shows included (green) and faked (orange) counts at a glance
• Renamed tab — “Trigger” tab renamed to “Test Prompt” for clarity

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Clickable Agent Names

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Clickable Links & Downloads in Artifacts

• External links — Links open in new browser tabs as expected
• File downloads — Download buttons and links work inside artifacts

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Mobile-Responsive Agent Cards

• Expandable details — Tap the chevron to reveal agent name, description, access level, paused status, tags, and credit usage
• Smarter tooltips — On desktop, the info icon only appears when the agent name is truncated or has extra metadata

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Better Chat Error Recovery

• Clearer actions — Choose between “Keep it, I’ll guide you” or “Try again, shorter” instead of seeing technical error messages
• Reliable error states — Overload failures now consistently end the loading spinner and show the error

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Support Access Members as Agent Admins

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Public Image Generation for Emails

• New makePublic option — Image generation tools (Gemini and OpenAI) now support publishing generated images as public documents
• Capability setting — Controlled via a new “Create public images” setting in agent configuration

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Email URL Validation

• Broken link prevention — Rejects emails containing malformed or relative URLs
• Unpublished document warnings — Warns agents when shared file URLs reference documents that aren’t actually published
• Stricter attachment URLs — Attachment URLs now require absolute HTTP/HTTPS protocol

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Smarter Editing Tools for Agents

• Partial instruction editing — Agents can now make targeted edits to their instructions using exact string matching, instead of rewriting the entire instruction each time
• Unified document editing — Three separate document editing tools have been consolidated into a single, more intuitive tool that mirrors the editing pattern used by leading coding agents

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Real-Time Eval Streaming

• Live progress — Results appear progressively with a progress bar and spinners for pending items
• Full grid view — The complete eval × model grid is shown from the start so you can monitor progress at a glance
• Higher throughput — Concurrency doubled for faster eval runs

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Redesigned Agent Cards

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Improvements

• Groups no longer blocked by user limits — Groups availability is now driven solely by the groups setting, no longer incorrectly restricted by the subscription user limit on Start/Pro tiers
• More reliable image generation — Gemini image generation now includes automatic retry with backoff for rate limits

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Bug Fixes

• Fixed eval tool calls crashing the service in certain configurations
• Fixed JSON parsing errors when LLM responses contained curly braces in explanatory text

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Fullscreen Document Viewing

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CAD File Data Extraction

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User Content Security Isolation

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Improvements

• Tab header wrapping — Tab headers with longer labels now wrap gracefully on narrow viewports instead of getting clipped
• External stylesheets in iframes — User-generated HTML in iframes can now load external CSS and fonts (e.g. for leaflet maps)
• Stricter tool parameter validation — Tool calls with unknown parameter names now return a validation error instead of silently dropping the parameter

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Bug Fixes

• Fixed evals not including the agent’s start message and user timestamp in chat mode, which could cause different behavior compared to real chats
• Fixed agent cloning not copying evals and eval settings

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Speech-to-Text for Message Editing

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Improved Credit & Limit Warnings

• Better wording — Messages reworded for clarity from the agent’s perspective
• Admin actions — Admins see direct links to edit limits or reset usage right in the warning banner
• Role-aware guidance — Different guidance shown based on whether you’re an admin or regular user

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Eval Credits Breakdown

• Run-level view — Test credits shown primarily, with grader cost as a side note
• Detail modal — Separate lines for test and grader credits

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Improvements

• Microphone while waiting — The mic button is now available while waiting for an agent response, so you can start dictating immediately
• Agent-to-agent activity logging — Communication between agents is now tracked in the activity log with a dedicated UI widget
• Document visibility on creation — Agents can set document visibility when creating documents

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Bug Fixes

• Fixed cross-tab socket issue where having multiple agents open in different browser tabs could cause errors
• Fixed signup copy text on email flow

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Google Drive Enhancements

• Expanded file support — Agents can now read PDFs, Word documents (.docx), Excel spreadsheets (.xlsx), PowerPoint presentations (.pptx), and text files from Google Drive. Previously limited to Google Workspace files (Docs, Sheets, Slides).
• Multi-file selection — Share multiple files with your agent at once using the file picker, instead of adding them one at a time.

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Evals Improvements

• Trigger execution mode — Evals can now run in “trigger” mode to test how agents behave when triggered by events (like incoming emails or scheduled tasks), not just chat interactions. Defaults to “chat” mode for backward compatibility.
• Per-model thinking configuration — Configure thinking/reasoning independently for each model in an eval, giving you finer control over test scenarios. Previously this was a global on/off setting.

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User Feedback

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Diary Toggle

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Credit Usage Widget

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Agent Cloning Improvements

• Available teams in the target workspace
• Warnings about capabilities that will be removed if not available
• Clear errors if the clone isn’t allowed

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Course Move-out

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Configurable Security Alert Recipients

• Recipient modes — All admins (default), admins + additional, or custom only
• Include blocked content — Optional toggle to see what was blocked

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Smarter Attack Detection

• No longer flagged — Angry customers, rude tone, sensitive topics (medications, personal data), legal threats, urgent demands
• Still blocked — Prompt injection, jailbreak attempts, fake system messages, hidden instructions

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Conversation Weight Indicator

• Visual ring — Circular progress that fills as context grows
• Color coding — Gray → yellow → orange → red as cost increases
• Quick help — Click the indicator to open optimization tips

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Enhanced Eval Testing

• Fake tools — Simulate external service responses during test runs
• Validation rules — Assert that specific tools were (or were not) called
• Grader scope — Choose whether the grader sees the full transcript or just the final response
• Smoke test mode — Skip the grader entirely and pass if the eval runs without errors

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MCP + Gemini Compatibility

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Attack Detection for Email and SMS Triggers

• Blocked attacks — Suspicious messages are blocked and logged in the activity log with a clear indicator
• Admin alerts — Workspace admins receive email notifications when attacks are detected and blocked

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Update Instructions Restrictions

• Chat only — Restrict instruction updates to chat conversations only (blocks autonomous triggers from modifying instructions)
• Editors only — When chat-only is enabled, further restrict to users with Edit access or higher

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Batch User Invites

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Agent Evals Improvements

• Run management — Delete entire eval runs, duplicate existing evals
• Grader configuration — Configure and display the grader model used for evaluation
• Transcript view — Toggle between friendly and raw JSON transcript views
• Navigation — Clickable result badges in the list view for quick access

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Agent Evals

• New capability — Enable the Evals capability to let your agent manage its own test cases
• Test definitions — Create evals with trigger prompts and grader prompts
• Grading options — Support for pass/fail and 1-10 rating scales
• Multi-model testing — Run the same eval across different models to compare performance
• Results grid — Visual comparison of results across models
• Credit tracking — See credits used for both test and grader phases
• Agent tools — When enabled, agents get access to list_evals, create_eval, edit_eval, and run_evals tools

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Template-based agent creation

• URL parameters — Support for createAgent=true, name=, and prompt= parameters
• Auth flow preservation — Parameters preserved through signup and workspace selection
• Pre-filled chat — Chat input automatically populated with the template prompt
• Clone support — Also works when cloning agents with predefined name and prompt

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Agent management sorting

• Sortable columns — Click any column header to sort by name, status, privacy, usage, or admins
• Visual indicators — Sort direction shown with arrow icons
• Alphabetical admin sorting — Admin column sorts by name, not count

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Improvements

• Simplified agent creation — Removed description field, pre-fills name with “New Agent”
• Better onboarding — New users auto-redirected to workspace creation when that’s the only option
• Login flow — Users now return to their intended page after login (callbackUrl support)

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Bug fixes

• Fixed inline code blocks rendering on separate lines instead of inline with text
• Fixed login redirect incorrectly sending members to admin page
• Handled deleted users gracefully in chat (shows neutral avatar instead of error)

​

Create new workspace

• Trial support — New users get a free trial period
• Immediate payment — Users with existing billing history can subscribe directly
• Simple flow — Just name your workspace and you’re ready to go

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Document bookmarking

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Capability documentation links

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Improvements

• MCP server authentication — Fixed modal blocking and improved OAuth validation
• Welcome page — Refreshed design with resource link cards
• Profile pictures — OAuth profile pictures now sync on every sign-in

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Enhanced data isolation

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Native image support

• Use the new get_media_content tool to analyze images natively
• Supports JPEG, PNG, GIF, WebP, and HEIC/HEIF (iOS photos)
• 5MB size limit per image for Claude
• Agents automatically use this when working with image documents

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Improved chat file uploads

• Files are stored as chat-scoped documents with on-demand transcription
• Manual “Transcribe” button available in the document panel
• Agents can promote chat documents to permanent agent documents
• Chat documents are automatically cleaned up when the chat is deleted

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Memory management UI

• Search memories using semantic similarity
• Create, edit, and delete memories directly
• Adjustable similarity threshold for better recall
• Access from the Memory capability card

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Text-to-speech providers

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MCP server improvements

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Document visibility badge

• New badge shows visibility level at a glance
• Click to quickly change visibility via popover
• Works in both list view and document panel

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Enhanced delegate task tool

• Specify which LLM model to use
• Set temperature and enable thinking mode
• Better capability validation

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Email & SMS whitelisting

• Configure sender whitelists for emails
• Configure phone number whitelists for SMS
• Filtering happens before LLM processing

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Audio transcription recovery

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Large data documents

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Folder conversations

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MCP server integration

• Access thousands of external tools through MCP
• OAuth authentication support with automatic token refresh
• MCP capabilities appear alongside regular capabilities
• Agents can suggest MCP capabilities during conversations

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Rich markdown documents

• Inline SVG images and HTML elements
• Mermaid diagrams embedded directly in code blocks
• Better version selection for diagrams

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Chat improvements

• Activity sorting — chats now sorted by most recent activity instead of creation date
• Copy messages — copy any agent message to clipboard with one click (appears on hover)

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New UI design

• Revamped expandable panels and drag-and-drop functionality
• Full mobile responsiveness — the entire platform now works beautifully on phones and tablets
• Refined color scheme and improved readability
• Better modals and tooltip behavior

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AI image generation

• Unified image generation and editing
• Provider selection (Gemini vs OpenAI) with advanced options
• Support for aspect ratio and image size parameters
• Download button for generated images

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Visual PDF reading

• Handles PDFs with images, tables, charts, and complex layouts
• Extracts content that standard text extraction misses

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Publish original files

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Data document import/export

• Append or replace — choose whether to add to existing data or start fresh
• Duplicate detection — automatic ID conflict detection with option to replace with new IDs
• Auto-validation — JSON is automatically cleaned and validated on import

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Data document versioning

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Admin agent overview

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Gemini 3 is now available

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Team management improvements

• Collapsible teams — organize your workspace by expanding and collapsing agent teams
• Better invitations — improved invitation system with proper team role handling
• Role clarity — clear distinction between workspace-level and team-level roles

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Drag files anywhere

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Agent teams

• Shared billing — common billing across teams while maintaining fine-grained access control
• Collapsible interface — expand and collapse teams with smooth transitions
• Access control — teams support proper permissions and are workspace-specific

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Document visibility controls

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Agent-to-agent improvements

• Conversational context maintained across multiple agent calls
• Agents can temporarily grant other agents read/write access to specific documents
• Feature is now stable — removed beta warning!

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Gemini integration fixed

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Advanced data queries

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Enhanced file security

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Google Gemini models

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Document management improvements

• Semantic search — find data documents using natural language queries
• Hidden documents — mark documents as hidden (useful for large email attachments)
• Folder renaming — rename folders to keep your documents organized
• Batch operations — select all button for bulk actions

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3-month data retention

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GPT-5 support

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Smarter LLM controls

• Thinking toggle — fully respected per chat, with per-call override when needed
• Model switching — change models mid-conversation for flexibility
• Larger responses — tool responses now support up to 400k characters

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No more daily token limits

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Phone calling

• Real-time voice conversations powered by OpenAI’s realtime API
• Configurable phone numbers per agent
• Call summaries automatically generated at end of calls
• Full agent capabilities available during calls

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Enhanced code execution

• Async support — code execution now supports async/await operations
• Tool calling — agents can call any other tool from within code using callTool(name, params)
• Code from documents — load and execute code from agent documents using codeDocumentId

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Event codes

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Data Documents

• Query, insert, update, and delete data items within agent documents
• Filters include $in, $nin, $ne, $gt, $gte, $lt, $lte, $exists, $regex
• Automatic ID assignment for data items
• New dataSchema field to describe the structure of document data
• Dedicated “Data” tab in the document panel

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Enhanced React artifacts

• Charts now work properly in React artifacts
• Added support for common React hooks
• More robust error handling — failed React apps no longer block Abundly

​

Microsoft integration

• SharePoint — access and manage SharePoint documents and libraries
• Outlook — enhanced email capabilities with CC support

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SMS messaging

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Agent activity logging

• Tool call monitoring with detailed execution information
• Better debugging capabilities for agent behavior analysis
• Find it in the “Diary & Approvals” section

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React artifacts enhanced

• loadAgentDocument — React components can now access agent documents as data
• updateAgentDocument — React artifacts can modify agent documents

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Agent API access keys

• Generate secure API keys (similar to OpenAI or Anthropic keys)
• Build custom UIs using tools like Lovable
• Integrate agents into external workflows
• Manage multiple access keys per agent

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LLM model selection

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Thinking mode toggle

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User activity tracking

• Tracks meaningful user actions: chat activities, agent management, document operations
• Page navigation tracking with smart categorization
• View in Admin UI: Usage → User Activity

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Token-efficient document saving

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Google Calendar improvements

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Claude thinking mode

• See how Claude works through problems
• Collapsible thinking sections
• Real-time streaming of thought processes

​

1 million token support

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Personal authentication tokens

• Personal Google Drive access
• Personal Gmail integration
• Personal Google Calendar

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Large file uploads

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Google Calendar integration

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Workspace-level credit limits

• New usage limits section in agent settings
• Progress indicators and status badges
• Inheritance from workspace default limits

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CSV export for usage data

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Better copy/paste from artifacts

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Diary calendar view

• Day view with activity indicators
• Today button for quick navigation
• Cleaner diary interface with better organization

​

Batch document operations

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Improvements

• Auto-scroll to bottom of chat when opening
• Better error messages for tool credentials
• All workspaces and agents sorted by name by default

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Canvas always available

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Smarter agents

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Walk & Talk mode

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Deep Research

• Expert-level research with exhaustive searches
• Generates comprehensive reports
• Asks clarifying questions before diving deep

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Document publishing

• Save artifacts as agent documents, then publish
• Works for React apps, HTML, and Mermaid diagrams
• Anyone with the link can view the published document

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Enhanced web search

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Prompt caching

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Enhanced version control

• Approve/reject workflows — review and control specific changes in document versions
• Visual diff viewer — collapsible unchanged regions with better styling
• Version timeline — beautiful interface for navigating document history
• Bulk actions — “Approve all changes” and “Undo all changes” buttons

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Chat length warnings

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Account enforcement

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Multichat

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Collaborative artifact editing

• Edit artifacts directly in the chat interface
• Changes automatically included in your next message
• Track changes with version navigation
• Revert edits when needed

​

Rich text editing

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Coupon codes

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Agent document links

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Welcome to Abundly

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Enterprise billing

• Enterprise plan option with dedicated support
• Promotion codes in subscription checkout
• Manual billing option for enterprise customers

​

Security enhancements

• Application-level encryption for secrets and API keys
• New secret management UI for integration credentials
• reCAPTCHA protection on signup

​

Improvements

• Document version history increased from 10 to 100 versions
• Enhanced web scraping with improved Firecrawl tool
• Better Slack message threading

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Agent tagging

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Simplified agent editing

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Tool approval system

• In-chat approval UI for reviewing and controlling tool actions
• Enhanced approval workflows for HTTP requests and email sending

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Document folders

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Memory capability

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Notion integration

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Credits system