AI Agents

CPD prep pack

A focused prep guide to help you review the AI Agents curriculum without exposing live assessment content.

Back to course Take an assessment Track CPD

Readiness map

If you cannot explain an item in one minute, revisit the linked notes and repeat with a practice tool.

Foundations

Open

LLM vs agent mental model
Prompt hygiene and tool calling
Local runtime basics

Core Concepts

Open

ReAct pattern reasoning
Memory + retrieval trade-offs
Evaluation and guardrails

Practical Building

Open

Single agent scaffolds
Multi-agent coordination
Failure mode handling

Security & Ethics

Open

Prompt injection defences
Data boundary controls
Model risk considerations

Advanced Mastery

Open

Fine-tuning and LoRA trade-offs
Enterprise deployment controls
Evaluation design and observability

Capstone

Open

End-to-end architecture decisions
Verification and test evidence
Operational handover quality

Exam craft

Time box each question, then confirm against the learning outcomes.
Write down why the wrong option is wrong before choosing the right one.
Use architecture studio templates to articulate system boundaries clearly.

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AI Agents

CPD prep pack

A focused prep guide to help you review the AI Agents curriculum without exposing live assessment content.

Back to course Take an assessment Track CPD

Readiness map

If you cannot explain an item in one minute, revisit the linked notes and repeat with a practice tool.

Foundations

Open

LLM vs agent mental model
Prompt hygiene and tool calling
Local runtime basics

Core Concepts

Open

ReAct pattern reasoning
Memory + retrieval trade-offs
Evaluation and guardrails

Practical Building

Open

Single agent scaffolds
Multi-agent coordination
Failure mode handling

Security & Ethics

Open

Prompt injection defences
Data boundary controls
Model risk considerations

Advanced Mastery

Open

Fine-tuning and LoRA trade-offs
Enterprise deployment controls
Evaluation design and observability

Capstone

Open

End-to-end architecture decisions
Verification and test evidence
Operational handover quality

Exam craft

Time box each question, then confirm against the learning outcomes.
Write down why the wrong option is wrong before choosing the right one.
Use architecture studio templates to articulate system boundaries clearly.