Applied Intelligence
Module 12: Knowing When Not to Use Agents

Module 12: Judgment and Personal Workflow

Tasks where agents struggle, confidence calibration, measuring productivity, the changing landscape

This final module develops your judgment about when and how to apply agentic tools effectively. You will learn to recognize agent limitations, calibrate your expectations based on reliability data, and design a personal workflow that maximizes productivity while avoiding common pitfalls.

What you'll learn

Agent Limitations

Understand where agents struggle and recognize failure modes before they derail your work

Confidence Calibration

Learn why AI confidence does not track accuracy and how to assess outputs critically

Personal Workflow

Audit your development process and identify high-impact integration points

The Changing Landscape

Stay current with tool evolution and prepare for the future of agentic development

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