Modules
Take single modules or the whole track. Two hour sessions, combined into half days where it suits your calendar.
How LLMs Work for Builders
The mental model developers need: capabilities, context windows and model choice.
- Model capabilities and hard limitations
- Context windows and what fits in them
- Choosing the right model for a task
- Ethical and cost considerations up front
Core Prompting Techniques
Context engineering, structured prompts and the system-versus-user distinction.
- Context engineering and structured prompting
- System prompts versus user prompts
- Using personas effectively
- Specificity, output format and iteration
Advanced Prompting Strategies
Chain of thought, few-shot, self-criticism and prompt chaining for harder problems.
- Chain of thought and decomposition
- Zero-shot and few-shot patterns
- Self-criticism and prompt chaining
- Combining strategies for complex tasks
Structured Outputs and Reliability
Get dependable JSON, Markdown and XML out of a model and manage hallucination.
- Producing reliable JSON, Markdown and XML
- Managing and reducing hallucinations
- Domain-specific prompting patterns
- Where prompting ends and real engineering begins
Teams Often Pair This With
Related modules other teams add alongside this track.
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