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 Duration 14 hours

Course Outline

Introduction to GPT-5 and Developer Capabilities

  • Key capabilities of GPT-5, including multi-modality and agent features
  • Model selection, pricing structures, and usage limits
  • Ethical considerations and enterprise governance frameworks

Prompting and System Design for Reliable Outputs

  • Prompt patterns, system messages, and context engineering
  • Chain-of-thought versus concise prompting, including few-shot techniques
  • Prompt testing and defining acceptance criteria

APIs, SDKs, and Local Development Workflows

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

Building Agents and Tool Integrations

  • Designing secure agent architectures and tool interfaces
  • Routing, orchestration, and fallback strategies
  • Managing rate limits, concurrency control, and transactional integrity

Testing, Evaluation, and Validation

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

Deployment, Monitoring, and Observability

  • CI/CD patterns for model-enabled features and canary releases
  • Logging, tracing, and telemetry for prompt-level observability
  • Alerting, SLA considerations, and incident response procedures

Security, Privacy, and Cost Optimization

  • Data handling, PI/PHI considerations, and context sanitization
  • Access control, auditing, and compliance checkpoints
  • Token usage optimization, 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 utilizing SDKs
  • Basic familiarity with ML/AI concepts and JSON data structures

Target Audience

  • Software engineers
  • ML engineers
  • DevOps / SRE engineers

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