Changelog

​

Onboarding, Vault, and Cleaner Connections

• Launched guided onboarding so new users can tell Aident what they want to build before landing in the app
• Added secure vault-backed credential flows for richer CLI and integration connections
• Introduced hosted CLI groundwork, including sandbox runtime support and the first seeded CLI integrations
• Added trial checkout support so eligible users can start from the billing flow without extra help

• Improved mobile playbook, billing, usage, and capabilities layouts so core flows stay usable on smaller screens
• Enhanced Composio recovery to retry omitted actions, recover deprecated actions, and clean snapshots around executable tools
• Optimized onboarding migrations, route timeouts, and app-shell billing navigation for fewer stuck or stale states

• Fixed integration reconnects not always resuming cleanly
• Fixed connected integrations not always appearing under Mine
• Fixed integration retry behavior leaking outside the chat card that requested it
• Fixed several mobile playbook alignment issues around chat turns, output summaries, trigger toggles, and delete actions

​

Published Outputs & Capability Polish

• Launched shareable published HTML outputs so generated pages can open from a stable public link
• Added native API credential connections, including support for body-auth integrations and a Tushare API fixture
• Introduced new capabilities audit and vault surfaces for reviewing connected actions and credentials
• Built inline reply input for playbook runs waiting on a user answer

• Improved capability discovery with better environment visibility, native API search, and action alias resolution
• Enhanced mobile playbooks with Run Trace access, visible run controls, and better chat spacing
• Added design system icon updates and clearer published result handling across playbook outputs

• Fixed stream timeout fallbacks and executor finalization so runs recover more reliably
• Fixed stale or finalized sessions that could leave playbook runs looking stuck
• Fixed OpenAPI integration payload handling and server-side creation paths
• Fixed maintenance banner text customization and layout accounting

​

Public Catalog & Realtime Playbooks

• Launched public integrations and skills catalog pages so people can browse what Aident supports before signing in
• Added an assistant route skeleton with sidebar loading states for a smoother first render
• Introduced capability index events and local index population so search results stay fresher
• Improved MCP OAuth resilience with clearer redirects and setup behavior

• Improved playbook realtime updates by enabling full replica identity on the playbook tables
• Enhanced dashboard navigation with name sorting, stable run links, and sidebar Recents syncing
• Refined billing, usage history, and integration hover popups for clearer account details

• Fixed newly generated playbooks not showing up immediately
• Fixed document realtime bootstrap and playbook document attachment loading
• Fixed dashboard rows that looked not-ready even when playbooks had run history
• Fixed stale login reload loops and stale session query parameters in sidebar navigation

​

CLI, Mobile Chat, and Capability Index

• Launched the first Aident CLI package and unified CLI API endpoints
• Added a mobile chat drawer so run details and chat context are easier to inspect on phones
• Introduced Web3 login with Ethereum and Solana support through Supabase
• Added failed-session status workflows to keep failure reports moving automatically

• Improved capability indexing with event scaffolding, read cutover gates, and validation scripts
• Enhanced mobile playbook surfaces with better tab switching, recents scrolling, run trace access, and drawer behavior
• Optimized usage filters and pagination so longer histories are easier to navigate

• Fixed Cossistant translation timeline parts rendering incorrectly
• Fixed running playbook islands losing tap targets
• Fixed playbook deletion creating unwanted history
• Fixed authenticated users being sent to the wrong place after login

​

Usage Redesign & Billing Accuracy

• Launched a redesigned Usage page with clearer overview cards, history tables, date filters, and shared usage helpers
• Added verification scripts for Composio billing overrides and capability VM billing behavior

• Improved billing accuracy for capabilities_execute calls and first-party integration rates
• Enhanced media generation billing so Seedance videos and Nano Banana images are tracked reliably
• Reduced noisy Composio unavailable alerts so real connection problems are easier to spot

• Fixed the desktop playbook profile entry showing where it no longer belonged
• Fixed usage page tests and credit balance command coverage around the redesigned billing views

​

Mobile Playbooks & Design System

• Launched mobile playbook, runs, chat, template, integrations, and profile surfaces
• Added design system galleries for foundations, buttons, status navigation, logos, and website chrome
• Introduced a maintenance banner that can be gated and shown globally
• Added dashboard status select-all controls and clearer skills execution loading copy

• Improved trigger editing with always-editable rows and clearer save/cancel behavior
• Enhanced mobile composer, recents, and playbook spacing so core editor controls stay reachable
• Refined virtual Composio execution and schema validation for cleaner integration runs

• Fixed hourly triggers forgetting their selected start hour
• Fixed duplicate scheduler trigger executions
• Fixed Composio action names being rewritten unexpectedly
• Fixed several dashboard and playbook layout issues around progress panels, drawers, and pagination

​

Event Triggers & Interactive Cards

• Added event trigger configuration directly in the playbook editor
• Introduced interactive display cards for question flows, option lists, and confirmation prompts
• Shipped a persistent navigation sidebar across app routes
• Launched public MCP connections so external AI tools can connect more easily

• Improved playbook run result cards, trigger session saves, and Run button feedback
• Enhanced dashboard filters and failed-execution drawers so state is easier to understand after refreshes
• Refined chat controls, image affordances, and playbook footer behavior around active runs

• Fixed trigger errors not opening the right integrations drawer
• Fixed trigger save errors and hidden event default inputs
• Fixed mobile login gating on the login page
• Fixed awaiting-input sessions losing state for display tools

​

Aiden Talks Back & One-Click Connections

• Launched one-click connections so you can plug any external tool into your playbook without copy-pasting URLs or tokens
• Added interactive cards in chat — Aiden can ask you a question, show options to pick from, or ask for a yes/no without pausing the run
• Introduced event trigger setup directly in the playbook editor, so you don’t need to leave the page to wire one up
• Shipped a sidebar that stays put as you move between pages, so your recent playbooks are always one click away
• Built cleaner result cards for runs — outputs are now easy to read at a glance instead of buried in chat

• Improved the dashboard so runs that hung or got cancelled now show clearly as errors instead of silently sitting there
• Added an instant indicator on the Run button so you know your click registered
• Enhanced what happens when you run out of credits — runs that can’t go through now say so plainly
• Optimized how Aident notices when an app connection has expired so you can reconnect right away

• Fixed triggered runs occasionally not saving their progress
• Fixed the “scroll to bottom” button overlapping the run status badge
• Fixed the wrong icon showing on the dashboard’s Running filter
• Fixed duplicated playbooks accidentally sharing edits with the original
• Fixed opening someone else’s playbook not showing the “no access” message

​

New Playbook Page

• Upgraded Aiden to GPT-5.4 with extra-high reasoning, for sharper drafts and better problem solving
• Launched a new home for every playbook — the canvas, the side chat, your triggers, and every past run all live on one page
• Added a Runs view so you can scroll back through every past run and see exactly what Aiden did
• Shipped a floating run indicator that shows a playbook running in the background without taking over the chat
• Introduced quick actions on dashboard rows to rename, duplicate, and delete a playbook in two clicks
• Added smarter integration suggestions that learn from how you use Aident and surface the apps you reach for most

• Improved the sidebar to keep your recent playbooks visible with live running and unread indicators
• Enhanced dashboard filters so they stay set when you refresh the page
• Added a Contact Us link in the profile menu for faster help
• Optimized how quickly the template gallery opens

• Fixed picking up a paused playbook not resuming where it left off
• Fixed a new trigger not turning on automatically when you create it
• Fixed images in chat disappearing after a page refresh
• Fixed an occasional sign-in glitch right after returning from login
• Fixed files not loading inside a past run’s detail view

​

Playbooks Stand on Their Own

• Introduced playbooks as their own thing — your work is now saved with the playbook itself, not tied to a single chat
• Shipped running a playbook from inside the editor — kick it off and watch the results without changing pages
• Added email notifications when a triggered run finishes, with toggles so you can choose what’s worth your inbox
• Launched dedicated Dashboard, Capabilities, and Connections pages so navigating between your work, apps, and external access is faster
• Built the ability to set up an event trigger before you’ve connected the app — finish the auth later
• Added Amazon and Shopline integrations

• Improved credit handling — credits are automatically refunded when a triggered run fails
• Enhanced how Aiden finds the right integration action, with results that match what you actually have connected
• Added a “Make a Copy” option so you can fork a playbook straight from the editor

• Fixed chat occasionally dropping messages mid-stream
• Fixed edits to a playbook accidentally counting against your run credits
• Fixed the integrations panel showing an app as connected when it wasn’t
• Fixed scheduled runs forgetting context they should have remembered

​

A New Dashboard & Run Emails

• Launched a redesigned Dashboard with sortable columns, filters, and clear status pills, so finding the right playbook is fast
• Added email summaries when a triggered run finishes — know what happened without checking the app
• Shipped the Connections page with tabs for Skills and MCP, alongside the integration catalog in Capabilities
• Introduced “Make a Copy” for any playbook plus a button to jump back to the playbook from a run page
• Added hover tooltips on dashboard status labels so you know exactly what each one means

• Improved the path to setting up a trigger right after you finish drafting a playbook
• Enhanced Aiden’s reply speed for short questions
• Optimized chat scrolling and animations for a smoother feel

• Fixed triggers not turning on after you save changes to them
• Fixed the dashboard sometimes showing stale status for a running playbook
• Fixed integrations not refreshing to “Connected” right after you signed in

​

A Smarter Aiden

• Upgraded Aiden to GPT-5 with automatic fallback to keep replies fast and reliable
• Launched smarter search for actions — Aiden finds the right one even when you describe it loosely
• Added transparent step-by-step thinking so you can see how Aiden gets to its answer
• Built automatic context compaction in long chats, so older context stays useful without slowing things down
• Shipped a “Mine” filter on integrations to jump straight to the apps you’ve already connected

• Improved the hover cards on skills in chat to show what each one does and which app it uses
• Enhanced input and output editing in the playbook editor with inline field controls
• Added quick-look popups on integration skills throughout the editor

• Fixed newly-connected integrations not appearing in the picker right away
• Fixed playbook generation occasionally failing
• Fixed the integrations panel hanging on a loading spinner when you had nothing connected yet

​

Connections Hub & Credit Limits

• Launched the Connections page for chat bots and MCP tools, with app connections managed from the integration catalog
• Added clearer credit limits — when you’re out of credits, Aident tells you up front instead of failing a run halfway
• Shipped a clearer Test Run flow across the editor
• Introduced sort controls on the Dashboard so you can order playbooks by what matters to you
• Added the option to pre-fill what an event trigger sends in, so triggered runs start with the right data

• Enhanced the connect experience for integrations so signing in is a step or two shorter
• Improved the dashboard drawer with quick dismiss for failed runs and pending approvals
• Added search and pagination to the template gallery on Home

• Fixed the editor not fully reverting after a discard
• Fixed triggers staying active after you deleted them
• Fixed an issue that caused integration calls to fail with certain models

​

MCP Support & New Connections Page

• Launched MCP support so you can plug Aident into any MCP-compatible AI tool, like Claude or Cursor
• Added Discord and Telegram chat bots — talk to Aiden right from your team’s chat
• Shipped extended MCP tools so an outside AI can browse, run, and manage your playbooks
• Introduced quick-look popups for integrations and skills so you can see what they do without leaving the page
• Built a Channels tab on the Connections page for bot connection setup

• Improved the schedule trigger setup with a clearer flow and better default values
• Enhanced the Dashboard to correctly show event trigger names and the time of each run

• Fixed deleted sessions disappearing for good instead of being recoverable
• Fixed integrations showing under the wrong category
• Fixed trigger default values not appearing in the quick-run prompt

​

Express Mode Launch

• Launched Express Mode - create simple workflows in seconds with a single AI generation step instead of multi-phase team building
• Introduced lightweight playbook format with natural markdown structure - write workflows as numbered steps with inline skill references
• Built dedicated Express playbook editor with redesigned UI for editing objectives, inputs, steps, and outputs directly
• Added visual schema drawers for configuring input and output formats without touching markdown
• Shipped scheduler trigger support for Express playbooks with timezone-aware cron scheduling
• Implemented automatic skill discovery during generation using parallel capability searches across integrations

• Added smart validation that requires at least one resolvable skill reference while allowing pure reasoning steps
• Implemented automatic toolset derivation from inline skill tags to configure agent permissions
• Fixed trigger service compatibility to properly read and execute Express playbooks
• Improved authentication status visibility in Express playbook rendering
• Enhanced Composio trigger integration for automated workflow execution
• Optimized message delivery in Express execution agent for clearer final results

• 1 LLM call generates your complete workflow (vs. 6-phase multi-agent generation)
• No compilation needed - workflows are ready to run immediately
• Single agent execution - faster runtime without coordination overhead
• Best for: Linear workflows under ~5 steps, single-domain tasks, quick prototypes

​

Playbook Dashboard & Triggers

• Launched playbook dashboard with info drawer, trigger management, and execution history
• Shipped integration webhook integration for external trigger events, such as trigger your playbook run via receiving an email!
• Added Shipment Tracking from Gmail to Google Calendar template

• Improved playbook trigger handling to auto-deactivate incompatible triggers after schema changes

• Fixed flow chart not updating or regenerating for ready state playbooks
• Fixed workflow auto-compilation when changes don’t require recompilation

​

Instagram Integration & System Improvements

• Launched Instagram integration with toolset and tools
• Added credit system with balance display and management
• Added playbook team shared document tools for Project Manager agent

• Enhanced integrations modal with dynamic loading, category filtering, and better search
• Enhanced loop detection logic with stricter termination rules to prevent infinite execution
• Improved error messages provided to AI models for better debugging

• Fixed Composio toolsets authentication config requirements and validation
• Fixed playbook generation by switching to Gemini 3 Pro model
• Fixed session status handling in chat service initialization

​

Platform Stability & Performance

• Enhanced overall platform stability and performance
• Improved system reliability across core features

• Fixed various bugs and issues reported by users
• Improved error handling and recovery

​

New Home UI & Enhanced Chat

• Built Completely New Home UI with updated sidebar, session management, and asset upload
• Built image upload and preview in chat composer with expanded view

• Improved session sorting by updated time

• Fixed messages not loading in chat threads
• Fixed image preview display in chat thread
• Fixed user profile clickability issue
• Fixed login page back button to redirect to aident.ai instead of browser history

​

Monitoring & Better UX

• Reduced UX confusion we heard from early users
• Added better monitoring for bugs & issues

• Fixed bugs for connecting Github & Lark
• Fixed agent sessions stuck in bad state
• Fixed authentication in agent chat thread

​

Stability & Usability

• Improved UI in multiple places
• Improved infrastructure for faster & better product release
• Stabilized agent infrastructure

​

Skills & New Chat Experience

• Launched Skills - reusable building blocks that make your agents smarter and more capable
• New Playbook Editor - rich text editing with better formatting and a cleaner writing experience
• Upgraded to Gemini Flash 3.0 - faster, smarter responses across all agents
• Chat History Drawer - easily review past conversations with collapsible sections
• In-Chat Integrations - connect your apps directly from the conversation without leaving the chat
• Auto-Retry - automatically resend messages after connecting missing integrations

• Cleaner chat layout with better message formatting and image support
• Smoother test runs with live status updates and resizable panels
• New loading animations throughout the platform

• Fixed toolsets not removing properly
• Fixed sessions stopping unexpectedly
• Fixed certain templates not loading correctly on first open
• Improved connection stability for longer-running workflows

​

In-App Support & UI Polish

• Launched In-app feedback system with Interactive Support Chat powered by Cossistant
• Enhanced Flow Chart visualization with movable charts and better Agent Roster display names
• Added parallel tool call infrastructure for Faster Multi-tool Execution
• Improved template detail modal with zoomable and pannable flow charts

• Fixed Trigger Creation and Update handling in playbook editor
• Resolved flow chart rendering issues with proper box lines and template display
• Fixed some templates may not render succesfully
• Enhanced Agent Roster badge hover positioning and sizing
• Fixed issues with Google Sheets to Sending Emails template execution
• Improved Editor Responsiveness with proper gap filling when closing panels
• Improved UI for confirmation modal backdrop rendering on home page

​

Session Continuity & Gemini 3.0 Pro

• Upgraded to Gemini 3.0 Pro! - Aiden is now Faster and more capable reasoning
• Implemented robust session continuity with exponential backoff retry logic
• Added timezone support across all APIs and agent configurations
• Enabled Test Run session caching in localStorage for better UX
• Shipped GMail Event and Deadline Extractions to Google Calendar automation template

• Fixed unexpected session stops with improved Resume Handling
• Resolved dead locks in playbook skill service with Redis locking
• Improved internal Agent Roster message handling to reduce noise
• Enhanced Zod error wrapping for better error recovery
• Fixed image upload issues with our Twitter Posts Automation template issues

​

Execution Plans & Enhanced Editor

• Launched Execution Plan - configure input schemas, output formats, and triggers visually in the playbook editor now
• Added Scheduler Trigger support with timezone-aware scheduling for automated workflows
• Built LlamaParser Integration for document parsing and extraction
• Shipped Test Run Panel with resizable interface and auto-message injection
• Added Version Link in user profile dropdown for quick changelog access
• Implemented bug report screenshot upload for better issue reporting
• Enhanced capability group library with Skill Action Search and filtering capabilities
• Added smart embedding reindexing with cache invalidation for faster capability group semantic search

• Fixed workflows auto-compiling when changes don’t require recompilation
• Improved capability group disconnection detection and reconnection flows
• Fixed template background images, icons, and category rendering in Home Dashboard
• Enhanced query parameter state sync across playbook editor components
• Fixed asset ID handling for external service uploads
• Improved error recovery for invalid capability group handling

​

Capability group Library & Semantic Search

• Shipped semantic search for skills and tools - Aiden now finds the right one by understanding what you need
• Launched comprehensive docs site with tutorials and guides
• Added beautiful custom icons throughout the platform
• Enabled 15+ new integrations: Notion, Slack, GitHub, Google Sheets, LinkedIn, Calendly, Dropbox, Airtable, Box, Lark
• Improved tool discovery with intelligent search suggestions

• Fixed privacy issue where sessions could be visible to other users under rare conditions
• Improved tool naming for better AI Agents compatibility
• Enhanced integration reliability with better error recovery
• Fixed Twitter login and connection issues

​

Agent Team Runtime & Template System

• Added many quick-start templates to get your workflows running instantly
• Built playbook nodes visualization - see how your Roster team will execute tasks in a flow chart
• Integrated AI-powered image generation with Google Gemini
• Enabled Twitter posting with media uploads
• Improved asset management for easier file handling

• Fixed workflows auto-compiling when they shouldn’t in some cases
• Improved error messages to be more helpful
• Enhanced session reliability and performance
• Fixed image handling issues
• Corrected tool response processing

​

Multi-Agent Collaboration & Integrations

• Built a multi-agent Roster team that will help you automate together on complex tasks
• Enabled @mentions and internal docs so agents can collaborate naturally
• Launched one-click deployment for your workflows

• Fixed tool connection issues
• Improved error handling throughout the platform
• Enhanced coordination between multiple agents
• Fixed workflow state saving
• Corrected team member management

​

Playbook Compilation & AI SDK Upgrade

• Launched auto-compilation system for your workflows
• Added live deployment progress tracking with milestones
• Improved chat interface with better message rendering
• Added thinking visualization to see agent reasoning

• Fixed compilation auto-triggering issues when refreshes entire page
• Improved session status handling and polling
• Enhanced message parsing and streaming
• Fixed UI crashes and some rendering issues
• Corrected integration connection flows

​

The Beginning

• Shipped our first MVP version, with basic editor and chat features
• Added Google OAuth login working with Supabase Auth
• Integrated LLM streaming responses, now messages flow in real-time looks satisfying!
• Integrated 5 initial integrations (GMail, GCal, Github, GDocs, GDrive)