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Course Outline
Introduction to GPT-5 and Developer Capabilities
- GPT-5 key capabilities, multi-modality, and agent features.
- Choosing models, understanding pricing and limits.
- Ethical considerations and enterprise governance.
Prompting and System Design for Reliable Outputs
- Prompt patterns, system messages, and context engineering.
- Chain-of-thought vs. concise prompting and few-shot techniques.
- Testing prompts and establishing acceptance criteria.
APIs, SDKs, and Local Dev Workflow
- Calling GPT-5 APIs, SDK usage, authentication and secrets management.
- 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.
- 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
- An understanding of at least one programming language, such as Python or JavaScript.
- Experience calling REST APIs or SDKs.
- Basic familiarity with ML/AI concepts and JSON data structures.
Audience
- Software engineers.
- ML engineers.
- DevOps / SRE engineers.
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
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Testimonials (1)
Able to pivot upon audience suggestions - ie able to create a real AI agent scenario on the spot.
