How-To

How to Build an AI Agent

Autonomous AI agent development guide.

Agent Components

LLM brain: GPT-5, Claude 4, or Gemini 3
Tools: APIs, databases, code execution
Memory: Conversation and task history
Orchestration: Loop control and planning

Agent Safety Patterns

Limit maximum iterations
Require approval for sensitive actions
Sandbox code execution
Log all tool invocations

Agent Monitoring

Track iteration counts and costs
Monitor tool success rates
Alert on infinite loops
Audit all actions taken

Monitor your AI agents