What's New

Massive platform update: Data Pipeline Integration for ETL workflows, PWA & mobile support for on-the-go management, Agent SDK & CLI for programmatic agent deployment, Custom Node SDK for building workflow nodes, Embeddable Components (React/Vue/vanilla), Sandbox API for isolated code execution, Webhook V2 with retry logic and HMAC signatures, RBAC with granular permissions, Multi-Tenant Dashboard for agencies, Knowledge Graph for connected KB entries, Voice Interface for hands-free interaction, Agent Collaboration protocols, Reseller Billing, SLA Monitoring, and Onboarding Wizard — plus critical cost system hardening across the entire platform.

Every workflow save creates a version snapshot. Compare any two versions side-by-side with visual diffs — added nodes in green, removed in red, changed in yellow. Rollback to any previous version with one click. Add comments to workflow nodes and see a unified activity feed.

Browse beautiful workflow templates with mini SVG flow diagrams. Filter by industry, category, and complexity. Preview the full diagram before deploying. Quick action buttons throughout the platform for faster navigation.

Build automated multi-agent pipelines with triggers, logic nodes, actions, and control flow. Support for webhooks, schedules, HTTP requests, email, Slack, delays, conditional branching, and sub-workflows.

Drag-and-drop canvas powered by ReactFlow for building workflows visually. Auto-layout with dagre, mini-map, zoom, and real-time execution visualization with animated node states.

Agents now remember returning visitors across sessions. Visitor memory stores key facts, preferences, and context — creating personalized experiences without the user repeating themselves.

Compare agent versions side-by-side with statistical significance tracking. Test different prompts, models, and temperatures to find the optimal configuration for your use case.

Create optimized AI agents in 5 steps. Choose your industry, describe what you need, and KILN generates the perfect system prompt, personality, and configuration automatically.

One-click deployment for SHK, Immobilien, Coaches, E-Commerce, Legal, Health, and Restaurant industries. Each template includes pre-configured agents, prompts, and knowledge base structure.

Add approval gates to automated workflows. When a workflow reaches a critical decision point, it pauses and notifies the assigned approver via email. Approve or reject with one click.

Test agent changes in real-time without saving. The split-screen editor shows your configuration on the left and a live chat preview on the right, updating instantly as you type.

Every save creates a version snapshot. View full version history, compare changes between versions, and rollback to any previous configuration with a single click.

Context-aware chat messages that appear based on user behavior. Configure triggers for time-on-page, scroll depth, exit intent, and URL patterns to engage visitors at the right moment.

Choose from Modern, Classic, Minimal, and Playful embed themes. Each theme includes customizable colors, fonts, and animations. Full white-label support for Pro and Agency plans.

Automatic improvement suggestions via email every week. Identifies unanswered questions, knowledge gaps, and trending topics — helping you continuously improve your agent's accuracy.

Seamless agent switching in live conversations. When a visitor's needs change, the current agent can hand off to a specialist with full context preserved — no repeated information.

Deploy and manage agents directly from Claude Code using our MCP server. Infrastructure as code for AI agents — version control your configurations, automate deployments, and integrate with CI/CD.

Connect Slack, Gmail, Google Calendar, Google Sheets, Notion, Telegram, WhatsApp, GitHub, and more. Each integration adds new capabilities to your agents and workflows.