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Course Outline

Introduction to GPT-5 and Developer Capabilities

  • Key capabilities of GPT-5, multi-modality, and agent features.
  • Selecting the right models, understanding pricing structures, and usage limits.
  • Ethical considerations and enterprise governance.

Prompting and System Design for Reliable Outputs

  • Prompt patterns, system messages, and context engineering.
  • Chain-of-thought versus concise prompting, and few-shot techniques.
  • Testing prompts and establishing clear acceptance criteria.

APIs, SDKs, and Local Dev Workflow

  • Calling GPT-5 APIs, SDK usage, authentication, and secrets management.
  • Local development setup, 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

  • Automated test suites for prompts and behaviours.
  • Red-teaming, fuzz testing, and adversarial examples.
  • 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.

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 in calling REST APIs or using SDKs.
  • Basic familiarity with ML/AI concepts and JSON data structures.

Target Audience

  • Software engineers
  • ML engineers
  • DevOps / SRE engineers
 14 Hours

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