Changelog
New features, improvements, and fixes. We ship fast and often.
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March 2026
Agent Scheduling & Triggers
Playbooks can now run on a schedule or in response to external events. Set up cron-based triggers, webhook listeners, or time-based rules so your automations run without anyone needing to start them manually.
- Cron-based scheduling with timezone support
- Webhook triggers for external event sources
- Conditional trigger rules with filter expressions
- Execution history and retry logic for failed runs
Knowledge Base in Playbooks
Playbooks can now reference uploaded documents, PDFs, and internal knowledge articles during execution. This means your automations can pull from company-specific context instead of relying solely on conversation history.
- Upload PDFs, DOCX, and plain text to your workspace knowledge base
- Reference knowledge articles in playbook steps
- Automatic chunking and semantic search across documents
- Supports up to 50MB per document
Developer APIs v1
A public REST API is now available for programmatic access to Quickly. Create tasks, trigger playbooks, query action logs, and manage integrations from your own applications or CI/CD pipelines.
- API key authentication with workspace-scoped tokens
- Endpoints for tasks, playbooks, action logs, and integrations
- Rate limiting with clear headers and retry guidance
- OpenAPI spec available for client generation
Playbook Execution Logs with Timeline View
Every playbook run now produces a detailed timeline showing each step, its duration, and its result. This makes it easy to understand what happened and where things went wrong if a run fails.
- Step-by-step timeline with duration for each node
- Expandable details showing tool calls and API responses
- Visual status indicators: success, failed, skipped, pending
- Filter by status to quickly find failures
Branded Dialog System
Confirmation dialogs, approval gates, and interactive prompts now use a consistent branded design across Slack and Teams. The new dialogs are clearer, more accessible, and easier to act on.
- Consistent visual style across Slack and Teams
- Clearer action descriptions in confirmation prompts
- Keyboard-accessible approve/reject buttons in Teams
- Timeout indicators showing how long you have to respond
Security Hardening: SSRF, CSP, and HMAC
A round of security improvements covering server-side request forgery validation, content security policy headers, and HMAC-signed state parameters for all OAuth flows.
- SSRF validation blocks requests to internal network ranges
- CSP headers restrict script and resource loading on the dashboard
- HMAC state parameters prevent OAuth CSRF attacks
- Audit log entries for blocked security events
PDF Storage Migration to Google Cloud Storage
Uploaded PDFs and generated documents are now stored in Google Cloud Storage instead of the local filesystem. This improves reliability, enables CDN-backed downloads, and removes storage limits tied to the application server.
- All new uploads go directly to GCS with signed URLs
- Existing files migrated automatically on first access
- Download links are now CDN-backed for faster retrieval
- Storage usage visible in the admin dashboard
Open in Integration Links
When Quickly creates or updates a resource in an external tool, the response now includes a direct link that opens that resource in the original application. No more searching for the issue or page you just created.
- Direct links for Jira issues, Confluence pages, and Salesforce records
- Links work in both Slack and Teams responses
- Also added to action log entries in the dashboard
- Supports all connected integrations
February 2026
Microsoft Teams Integration (General Availability)
Microsoft Teams integration is now generally available. All features available in Slack, including thread context, confirmations, and multi-action commands, now work natively in Teams.
- Full parity with Slack integration features
- Adaptive Card responses with action buttons
- Teams channel-to-project mappings
- Support for Teams private channels and group chats
Interactive Decision Buttons in Slack
Quickly now presents choices as clickable buttons in Slack instead of asking you to type a response. When there are multiple options for a project, priority, or assignee, you can pick one with a single tap.
- Button-based selection for projects, priorities, and assignees
- Supports up to 5 options per prompt with overflow menu for more
- Buttons work in threads and direct messages
- 30-second timeout with graceful fallback to text input
Google Docs & Sheets Tools
Quickly can now create and read Google Docs and Google Sheets. Turn a Slack thread into a formatted document, or pull data from a spreadsheet into a conversation without leaving your messaging app.
- Create Google Docs from thread context or scratch
- Read and summarize existing Google Docs
- Read rows and ranges from Google Sheets
- Append data to existing spreadsheets
Deep Web Research with Citations
The web search tool now performs multi-step research across multiple sources and returns structured answers with inline citations. Every claim links back to its source so you can verify the information.
- Multi-hop research across up to 10 sources per query
- Inline citations with numbered source references
- Source quality scoring to prioritize authoritative results
- Works within playbooks for automated research steps
Tool-Level Safety Moderation
The moderation system now evaluates safety at the individual tool call level, not just the overall message. This catches edge cases where a safe-sounding request could trigger a destructive action through a chain of tool calls.
- Per-tool-call moderation before execution
- Risk scoring accounts for tool type (READ, WRITE, DESTRUCTIVE)
- Blocked tool calls logged with explanation in the dashboard
- Admins can review and adjust moderation sensitivity
Slack Block Kit Formatting
Responses from Quickly in Slack now use rich Block Kit formatting with structured sections, dividers, and context blocks. Information is easier to scan and actions are more prominent.
- Structured layouts for issue details, search results, and confirmations
- Code blocks for technical content and JQL queries
- Context blocks showing metadata like timestamps and users
- Consistent formatting across all response types
Prompt Caching for 40% Faster Responses
Repeated tool definitions and system prompts are now cached across requests using Anthropic prompt caching. This cuts response latency by roughly 40% for follow-up messages in the same thread.
- 40% average latency reduction on follow-up messages
- Cache hits tracked and visible in observability dashboard
- No impact on response quality or tool accuracy
- Automatic cache invalidation when prompts are updated
January 2026
Notion Integration
Connect your Notion workspace and create pages, search databases, and turn Slack conversations into structured Notion documents. Works with both pages and databases.
- Create Notion pages from Slack thread context
- Search across Notion pages and databases
- Append content to existing pages
- Map Slack channels to specific Notion databases
Gong Sales Intelligence Integration
Pull call summaries, deal insights, and coaching highlights from Gong directly into Slack. Sales teams can get a quick recap of any recorded call without switching tools.
- Search and retrieve Gong call summaries
- Pull deal risk signals and next steps
- View key moments and talk-to-listen ratios
- Link call insights to Salesforce opportunities
Asana Integration
Manage Asana tasks and projects from Slack or Teams. Create tasks from conversations, update status, and search across your Asana workspace without context-switching.
- Create Asana tasks from Slack threads with full context
- Update task status, assignee, and due dates
- Search across projects and workspaces
- Channel-to-project mappings for default routing
Google Calendar Integration
Schedule meetings, check availability, and create calendar events directly from Slack or Teams conversations. Quickly reads participant mentions and suggests optimal meeting times.
- Create events from thread context with attendees
- Check team availability before scheduling
- Add meeting agendas from conversation summaries
- Send calendar invites to mentioned participants
Google Drive Integration
Search, share, and organize files in Google Drive from your messaging app. Find that document someone mentioned in a thread and share it with the right people in seconds.
- Search files across My Drive and Shared Drives
- Share files with specific people or channels
- Create folders and organize documents
- Preview file metadata without leaving Slack
Web Search Capability
Quickly can now search the web to answer questions that go beyond your connected tools. Ask about industry benchmarks, competitor information, or technical documentation and get sourced answers.
- Real-time web search powered by Google Gemini
- Results include source URLs for verification
- Automatically determines when web search is needed vs. internal tools
- Configurable per workspace to enable or disable
MCP Bridge Abstraction Layer
The internal integration architecture now uses a unified bridge pattern that makes adding new tools and integrations significantly faster. This is an infrastructure change that does not affect the user experience but accelerates future integration development.
- Standardized tool registration and discovery
- Common error handling and retry logic across all integrations
- Unified OAuth token management with automatic refresh
- New integrations can be added with roughly 60% less code
Workspace Join Requests
Team members can now request to join an existing Quickly workspace instead of creating a new one. Admins receive a notification and can approve or deny the request from the dashboard.
- Request to join by entering a workspace name or invite link
- Admins notified via email and in-app notification
- Approve or deny with one click from the dashboard
- Approved members automatically get the MEMBER role
December 2025
Visual Workflow Builder with 8 Node Types
Build multi-step automations visually with a drag-and-drop workflow builder. Connect nodes to define the flow of actions, conditions, and approvals that make up a playbook.
- 8 node types: Trigger, Action, Condition, Loop, Delay, Human Input, Conversation, and End
- Drag-and-drop canvas with zoom and pan
- Real-time validation showing errors before you run the workflow
- Convert between visual workflows and conversational playbooks
Playbook Versioning & History
Every edit to a playbook is now tracked with a version history. You can see what changed, when it changed, and who changed it. Roll back to a previous version if something breaks.
- Automatic version tracking on every save
- Side-by-side diff view showing what changed
- One-click rollback to any previous version
- Version notes for documenting why a change was made
Autonomy Controls: Conservative, Balanced, and Autonomous Modes
Choose how much freedom Quickly has when taking actions on your behalf. Conservative mode asks before every write action. Balanced mode asks for high-risk actions only. Autonomous mode handles everything independently.
- Three workspace-level modes: Conservative, Balanced, Autonomous
- Real-time mode switching from the admin dashboard
- Clear descriptions of what each mode allows and restricts
- Member-level restrictions that override workspace defaults
Per-Tool Policy Overrides
Fine-tune autonomy at the individual tool level. Want Quickly to auto-create Jira issues but always ask before deleting them? Set each tool to AUTO, CONFIRM, or BLOCK independently.
- Per-tool settings: AUTO (run without asking), CONFIRM (ask first), BLOCK (never run)
- Overrides apply on top of the workspace autonomy mode
- Separate settings for ADMIN and MEMBER roles
- Changes take effect immediately across all channels
ROI Dashboard
A new dashboard showing the time and cost savings from your Quickly automations. Track hours saved, actions completed, and which playbooks deliver the most value.
- Hours saved calculated from estimated manual task duration
- Cost savings based on configurable hourly rates
- Top automations ranked by usage and time saved
- Exportable reports for stakeholder updates
November 2025
Browser Automation with Playwright
Quickly can now control a real browser to interact with web applications that do not have APIs. Fill forms, click buttons, extract data from dashboards, and automate portals that were previously manual-only.
- Powered by Playwright for reliable cross-browser automation
- Stagehand AI layer for intelligent element identification
- Screenshot capture at each step for audit and debugging
- Runs in an isolated browser session per task
Deterministic Form Filling for Known Portals
For frequently used web portals, Quickly uses pre-mapped form selectors instead of AI-based element detection. This makes form filling faster, cheaper, and completely reliable for known workflows.
- Pre-mapped selectors for common real estate, property management, and CRM portals
- Falls back to AI-based detection for unmapped sites
- Selector maps can be updated without redeploying the application
- Validation checks confirm form submission success
Credential Management & Encrypted Storage
Store login credentials for browser automation tasks securely. All credentials are encrypted with AES-256-GCM before storage and decrypted only at the moment of use.
- AES-256-GCM encryption for all stored credentials
- Credentials scoped to workspace with admin-only management
- Automatic credential injection during browser automation
- Audit log entries for every credential access
Slack Thread Context Awareness
Quickly now reads the full thread when you mention it in a reply, not just the message where you tagged it. This means better context extraction for issue creation, postmortems, and document generation.
- Reads up to 100 messages of thread history
- Identifies key participants and their roles in the conversation
- Extracts action items, decisions, and open questions
- Thread context is included in all tool calls for better results
Multi-Step Agentic Loop
Quickly can now chain multiple tool calls together to complete complex requests. A single message like "create an issue, assign it, and post to the team channel" triggers a sequence of coordinated actions.
- Chain up to 10 tool calls in a single request
- Each step uses the results of previous steps as context
- Atomic rollback: if a later step fails, earlier steps are noted in the response
- Progress updates posted to the thread as each step completes
October 2025
Quickly Platform Launch
Quickly is live. An AI-powered ops assistant that lives in your messaging app and takes action across all your connected tools. Create issues, draft documents, manage deals, and automate workflows with natural language.
- AI-powered natural language understanding for ops tasks
- Multi-tenant workspace architecture with role-based access
- Admin dashboard for managing integrations, mappings, and settings
- Activity logging and audit trail for every action taken
Slack Integration with @Mention Support
Connect your Slack workspace and interact with Quickly by mentioning @Quickly in any channel. Quickly reads thread context, understands your intent, and responds with structured actions.
- OAuth-based Slack app installation
- @mention support in public and private channels
- Thread context reading for richer understanding
- Rich message formatting with links and previews
Jira Integration: Create, Search, and Update Issues
Connect Jira and manage your issues without leaving Slack. Create issues from thread context, search with natural language queries, and update status, assignee, or priority in seconds.
- Create issues with auto-populated summary and description from threads
- Natural language search across all accessible Jira projects
- Update status, assignee, priority, and labels
- Add comments to existing issues from Slack
Confluence Integration: Pages and Postmortems
Turn Slack conversations into structured Confluence pages. Generate postmortems with timelines, create meeting notes, and document decisions without manual copy-pasting.
- Create Confluence pages from thread context
- Postmortem template with automatic timeline extraction
- Meeting notes with participant list and action items
- Link new pages to related Jira issues automatically
Salesforce Integration: Pipeline and Records
Connect Salesforce and manage your sales pipeline from Slack. Query opportunities, update deal stages, log activities, and search contacts without switching to the Salesforce UI.
- Query pipeline by stage, owner, or close date
- Update opportunity stages and amounts
- Log activities and notes from conversations
- Search contacts and accounts by name or company
NextAuth v5 with Google & Microsoft Login
Sign in to Quickly with your existing Google or Microsoft account. No separate password to manage. NextAuth v5 handles the authentication flow with automatic session management.
- Google OAuth login with one-click sign-in
- Microsoft Entra ID login for enterprise teams
- Automatic session refresh with secure cookies
- Account linking if you sign in with both providers
Multi-Tenant Workspace Architecture
Every Quickly workspace is fully isolated. Data, integrations, settings, and audit logs are scoped to a single workspace. Team members share a workspace but your data never crosses workspace boundaries.
- Complete data isolation between workspaces
- Workspace-scoped integrations and API tokens
- ADMIN and MEMBER roles with different permission levels
- Invite team members via email or shareable link
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