AI & Automation
Direct LLM control and agent reliability
Automatic Context Compression
Agent nodes automatically compress conversation history near the model context limit, preserving the system prompt and key turns while summarizing the middle for long-running tasks.
Human-in-the-Loop
Agent nodes can pause at approval checkpoints, generate a public review link, and wait for a reviewer to accept, edit, or refuse before resuming execution.
Guardrails
Block unsafe or unwanted content before it reaches an LLM. Choose categories like violence, hate speech, or harassment and set sensitivity to low, medium, or high per node.
Auto Heal
When a Playwright selector breaks at runtime, the AI step automatically finds an alternative selector and retries the action, keeping browser automations resilient to UI changes.