kaman.ai

What's New

Release Notes

Stay up to date with the latest features, improvements, and updates to the Kaman AI platform.

v3.8

White Papers, CAML, and 39+ Integrations

March 7, 2026
Published our first research white paper on memory architecture and collective intelligence
Added 13 new integrations for marketing, sales, and social media -- now 39+ total
Collective Agent Memory lets agents learn from each other across deployments

New Features

  • White Papers section -- access in-depth research on AI agent architecture and memory systems
  • Collective Agent Memory (CAML) -- agents across deployments can now share validated learnings while keeping your data private
  • 39+ integration connectors now showcased on the landing page for easy discovery
  • 13 new integrations for marketing, sales, and social media platforms
  • Google Calendar integration -- manage events and schedules directly through your AI agent

Improvements

  • Smarter agent responses with improved tool selection and automatic escalation to more capable models
  • Enhanced memory system with persistent storage, consolidation, and visual knowledge graph
  • SEO overhaul for faster page loads, better search engine visibility, and richer previews
  • More reliable data synchronization with automatic retry and distributed locking

Fixes

  • Fixed billing issue where 100% discount coupons displayed incorrect totals
  • Resolved intermittent connection drops during long-running data syncs
  • Fixed agent conversation state being lost during multi-step interactions
  • Corrected template publishing so new templates are immediately available

Previous Releases

v3.7
March 4, 2026

Personalized Onboarding, 100 Templates, and Smart Routing

  • New personalized onboarding flow guides you to the right templates for your role and industry
  • 100 pre-built agent templates ready to deploy in one click
  • Smart routing automatically picks the best AI model for each request

New Features

  • Personalized onboarding -- tell us your role, industry, and goals to get tailored agent recommendations
  • 100 pre-built agent templates spanning sales, marketing, finance, engineering, HR, and more
  • Smart model routing -- the platform automatically selects the best AI model based on your request complexity
  • DSL Import -- deploy complete agent configurations from a single JSON file, including tools, knowledge bases, and data lakes
  • Unified sign-in and sign-up experience on a single streamlined page

Improvements

  • Personalized home page with recommended templates based on your profile
  • Template semantic search -- find the right agent by describing what you need
  • File uploads supported in DSL imports for knowledge base documents
  • Improved template publishing and duplicate detection
v3.6
March 1, 2026

Discount Coupons, Landing Page Refresh, and Performance

  • New discount coupon system for promotions and special offers
  • Refreshed landing page with animated hero and visual storytelling
  • Major platform-wide performance and reliability improvements

New Features

  • Discount coupons -- apply promotional codes at checkout for credit purchases
  • Credit balance now visible in the top navigation bar for quick reference
  • Animated hero section on the landing page showcasing platform capabilities
  • Apple-style parallax scrolling on the homepage for a premium feel

Improvements

  • Reduced token usage through smarter prompt compression -- faster and more cost-efficient agent responses
  • One-step agent and channel creation for instant deployment
  • Platform-wide performance audit -- faster page loads, reduced memory usage, and better concurrency across all services
  • Improved real-time event streaming for more reliable live updates

Security

  • Improved credential handling across all database integrations
  • Better cache invalidation when data schemas change
  • Enhanced webhook security to prevent duplicate data processing
v3.5
February 27, 2026

Super Admin Dashboard, Transactions, and Smart Deduplication

  • New super admin dashboard with organization and user management
  • Transaction history with filtering, search, and Excel export
  • Intelligent data deduplication that runs automatically in the background

New Features

  • Super admin dashboard -- search, filter, and sort organizations with real-time statistics
  • User management page with advanced search, sorting, and filtering capabilities
  • Transaction history page with date and organization filters plus Excel export
  • AI model families -- group and manage related models with smart routing between them
  • Superadmin UI for managing model configurations across the platform

Improvements

  • Smart data deduplication -- automatically detects and removes duplicate records in your data lake
  • Faster data lake startup with staggered background jobs
  • Improved data lake caching with per-table write locks for better concurrency
  • Allow duplicate organization names and enable organization name editing
  • Async telemetry pipeline for faster page interactions

Fixes

  • Fixed mobile documentation page -- sidebar now opens as a collapsible drawer
  • Resolved blog image loading issues for a smoother reading experience
  • Fixed usage dashboard and low credit alerts to show accurate information
  • Improved marketplace page load speed by deferring background connections
v3.4
February 25, 2026

Smart Scheduling, Agent Hub, and Channel Messaging

  • Smart scheduling and reminders let agents manage your calendar proactively
  • Agents can now send messages through any connected channel
  • Agent Hub with push notifications for real-time run monitoring

New Features

  • Smart scheduling and reminders -- your AI agents can now schedule tasks and send timely reminders
  • Channel messaging as agent tools -- agents can send messages through Slack, Teams, WhatsApp, and other connected channels
  • Agent Hub with push notifications -- get real-time alerts when agent runs complete or need attention
  • Wazuh security monitoring integration -- connect your SIEM for AI-powered security analysis
  • Session URL support -- share direct links to specific agent conversations

Improvements

  • Template rollback support -- restore previous versions of your agent templates
  • JWT-based SSO for seamless enterprise single sign-on
  • Binary file uploads -- agents can now process images, PDFs, and other file types
  • Improved artifact handling for media files including video, audio, and images
  • Chatbot auto-greeting -- agents now welcome users with a contextual introduction

Security

  • System-scoped integrations are now protected from accidental modification or deletion
  • Unified authentication across all services for consistent security
  • Improved credential handling for workspace file storage
v3.3
February 23, 2026

Credit Controls, Workspace Improvements, and Dark Mode Polish

  • Enhanced credit controls prevent usage when balance runs out
  • Improved workspace with reliable file storage and artifact viewing
  • Better dark mode support across the file explorer

New Features

  • Credit balance enforcement -- usage is now blocked when credits are depleted, preventing unexpected charges
  • Improved workspace artifact panel -- files generated by agents are now reliably visible and accessible

Improvements

  • Persistent credential storage for workspace file operations -- no more re-authentication interruptions
  • Workspace health monitoring -- automatic recovery when connections are interrupted
  • Improved inline code rendering in chat conversations
  • Better dark mode styling in the file explorer
v3.2
January 15, 2026

Multi-Provider AI and Communication Channels

  • Support for multiple AI providers with automatic failover
  • 14 communication channels to reach users everywhere
  • New Model Proxy for intelligent request routing

New Features

  • Model Proxy -- seamlessly use AI models from OpenAI, Anthropic, Google, and more with automatic failover
  • 14 communication channels including Slack, Microsoft Teams, WhatsApp, and email
  • OpenAI-compatible API -- integrate Kaman agents using the standard OpenAI SDK
  • A2A Protocol -- enable agent-to-agent communication across systems

Security

  • Multi-scope model access control -- restrict models by organization, team, or individual
  • Enhanced OAuth token refresh for uninterrupted integrations
  • Improved credential encryption and scope-based access
v3.1
December 1, 2025

Workflow Engine and Data Versioning

  • Visual workflow builder for complex automation
  • Data lake with built-in version control
  • MCP plugin ecosystem launch

New Features

  • Visual Workflow Builder -- design multi-step automations with drag-and-drop
  • Data Lake (KDL) -- versioned data storage with time-travel queries
  • MCP Plugin System -- extensible architecture with standardized connectors
  • Marketplace -- discover and install pre-built agent templates

Improvements

  • Real-time streaming responses for faster agent interactions
  • Persistent workflow state -- resume automations after interruptions
  • Schema detection and automatic column mapping for data sources

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