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Agent Safety & Evaluation

Safety is not optional. This course teaches you how to build AI agents that are safe, reliable, and predictable. Learn evaluation frameworks, guardrail design, monitoring strategies, and responsible deployment practices.

What You'll Learn

Safety Engineering Testing Monitoring Red Teaming DevOps

Course Curriculum

1 Agent Risks
4 lessons
  • Lesson 1: Common Failure Modes
  • Lesson 2: Prompt Injection Attacks
  • Lesson 3: Unintended Actions
  • Lesson 4: Data Leakage
2 Guardrails
4 lessons
  • Lesson 1: Input Validation
  • Lesson 2: Output Filtering
  • Lesson 3: Action Sandboxing
  • Lesson 4: Human Approval Workflows
3 Evaluation
4 lessons
  • Lesson 1: Building Test Suites
  • Lesson 2: Automated Evaluation
  • Lesson 3: Red Teaming
  • Lesson 4: Benchmark Design
4 Monitoring
4 lessons
  • Lesson 1: Logging Best Practices
  • Lesson 2: Alerting Systems
  • Lesson 3: Cost Tracking
  • Lesson 4: Performance Metrics
5 Responsible Deployment
4 lessons
  • Lesson 1: Staged Rollouts
  • Lesson 2: Rollback Strategies
  • Lesson 3: User Feedback Loops
  • Lesson 4: Compliance & Ethics
$49

One-time payment, lifetime access

Enroll Now
Instructor Dr. Emily Zhao
Duration 5h 00m
Lessons 20
Level Advanced
Certificate Yes

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