Ethics, evaluation, observability, and human-in-the-loop.
Ethics, evaluation, observability, and human-in-the-loop.
Agents can amplify bias, hallucinate, or optimize for the wrong goal. Define clear objectives, measure what matters, and evaluate outputs (quality, safety, fairness) before and after deployment.
Log decisions, tool calls, and outcomes. Monitor for drift, failures, and misuse. Observability is essential to debug and improve agentic systems.
For high-stakes actions, require human approval or review. Use guardrails and fallbacks so the agent stays within safe bounds. Feedback loops help the system improve while staying aligned.
Ready to see how this works in the cloud?
Switch to Career Paths for structured paths (e.g. Developer, DevOps) and provider-specific lessons.
View role-based pathsSign in to track your progress and mark lessons complete.
Questions? Discuss in the community or start a thread below.
Join DiscordSign in to start or join a thread.