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 Duration 14 hours (2 days)

Course Outline

Introduction to GPT-5 and Developer Capabilities

  • Key GPT-5 capabilities, including multi-modality and agent features
  • Model selection, understanding pricing, and platform limits
  • Ethical considerations and enterprise governance

Prompting and System Design for Reliable Outputs

  • Prompt patterns, system messages, and context engineering
  • Comparing chain-of-thought vs. concise prompting and few-shot techniques
  • Testing prompts and defining acceptance criteria

APIs, SDKs, and Local Dev Workflow

  • Calling GPT-5 APIs, utilizing SDKs, and managing authentication and secrets
  • Local development, mocking responses, and sandboxing
  • Versioning, request/response schemas, and error handling

Building Agents and Tool Integrations

  • Designing safe agent architectures and tool interfaces
  • Routing, orchestration, and fallback strategies
  • Managing rate-limits, concurrency control, and transactional considerations

Testing, Evaluation and Validation

  • Creating automated test suites for prompts and behaviors
  • Implementing red-teaming, fuzz testing, and adversarial examples
  • Defining metrics for accuracy, hallucination rates, and user satisfaction

Deployment, Monitoring and Observability

  • Applying CI/CD patterns for model-enabled features and canary releases
  • Implementing logging, tracing, and telemetry for prompt-level observability
  • Configuring alerting, SLA considerations, and incident response

Security, Privacy and Cost Optimization

  • Data handling, PI/PHI considerations, and context sanitization
  • Enforcing access control, auditing, and compliance checkpoints
  • Optimizing token usage, batching, and caching strategies

Summary and Next Steps

Requirements

  • Proficiency in at least one programming language, such as Python or JavaScript
  • Experience calling REST APIs or using SDKs
  • Basic familiarity with ML/AI concepts and JSON data structures

Audience

  • Software engineers
  • ML engineers
  • DevOps / SRE engineers

Testimonials (1)

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