Evaluation & Production
Test, observe, and scale agents for real-world enterprise use. Part of the free AI Agents Academy — every lesson below is open to everyone, no signup required.
// LESSONS IN THIS MODULE
- 01Agent Evaluation (Evals)10 min · 100 XP
Evaluating the Process, Not Just the Output Standard LLM evals ask: "Is the final answer correct?" Agent evals must use Trajectory Scoring . They ask...
- 02Production Observability10 min · 100 XP
Monitoring the Swarm When an agent is live, you need specialized observability tools like LangSmith, Langfuse, or Arize. Key metrics to track: Time-to...
- 03CI/CD for Agents12 min · 100 XP
Automated Testing & Deployment Pipelines Agents are software. They need the same CI/CD discipline as any production service - but with agent-specific...
- 04Scaling & Cost Optimization10 min · 100 XP
Running Agents at Scale Without Going Broke A single agent task might cost $0.05. At 10,000 tasks/day, that's $500/day or $180K/year. Cost optimizatio...