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AI Agent Reliability with iFixAi

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AI Agent Reliability with iFixAi

Course overview

Learn to test and grade your AI agents for operational misalignment using iFixAi, the open-source diagnostic tool. In one hour you will install iFixAi, run 32 core inspections, interpret your agent’s letter grade, and integrate alignment checks into your CI pipeline.

What you'll learn

  • Explain the five pillars of AI agent misalignment
  • Install iFixAi and run the core inspection suite against any AI agent
  • Interpret an iFixAi report including overall grade, pillar scores, and failed inspections
  • Integrate iFixAi into a CI pipeline with automated pass/fail thresholds
  • Plan a reliability practice that goes beyond iFixAi

Curriculum

5 lessons · 1h total
1 Why Test AI Agents? 10 min
The Garry Tan quote, the OpenClaw F-grade case study, and why manual testing is not enough for agentic behavior.
2 The Five Pillars of Misalignment 10 min
Fabrication, manipulation, deception, unpredictability, and opacity explained with real-world examples.
3 Run Your First Scan 15 min
Install iFixAi with pip, configure your provider, run the 32 core inspections, and read the report.
4 CI Integration and Automated Testing 15 min
Set up a GitHub Actions workflow that runs iFixAi on every pull request with automated pass/fail thresholds.
5 Building a Reliability Practice 10 min
Write custom inspections, track baselines over time, and build a reliability maturity model for your AI agents.