Operating AI agents in production
Practical explanations for teams whose agents already serve users. For step-by-step setup, see the documentation.
What is an AI agent control panel?
How it differs from a control plane, observability, gateways and orchestration frameworks.
Switch an AI agent’s model without redeploying
Move an agent to another model, or another provider, in seconds, and what to check first.
How to monitor AI agents in production
The signals that matter (liveness, errors, cost, quality) and what to do when one moves.
Agent Control Panel vs Langfuse and LangSmith
Observing agents versus operating them, and when to use both.
Roll out a new AI agent prompt safely
Versioning, review, approval, testing and rollback for prompts in production.
Daily spend caps and automatic pause for AI agents
Stop runaway token spend before the invoice: caps, loop detection and safe defaults.
What is an agent control plane?
How it differs from observability and gateways, and when you need one.
AI agent kill switch
How to stop or pause an agent in production, and what a trustworthy switch needs.