Test Lead bootcamp
Strategy, architecture, and the subtle bugs.
Security, race conditions, data integrity, information disclosure.
10 pages, 10 bug categories
Test strategy review
Spot the gaps in a test plan document.
02Risk-based prioritisation
Which bugs to fix first and why.
03Security surface
Information disclosure, input injection, auth gaps.
04Data integrity
Numbers that don't add up, orphaned records.
05Performance & timing
Race conditions, slow queries, timeouts.
06API contract bugs
Response mismatches, missing fields, wrong status codes.
07Test coverage gaps
Features with no tests, missing edge cases.
08Defect triage
Classifying severity, priority, and root cause.
09Coaching scenario
A junior tester's report with errors to identify.
10Full audit
End-to-end audit of a feature across all quality dimensions.
Leads who understand AI risk own the room
AI governance, shadow AI policy, GenAI test strategy, and cost estimation are now test lead responsibilities in every NZ enterprise that has adopted AI tooling. Get ahead of it before the question comes up in your next project kickoff.
AI Risk & Governance
Hallucinations, NZ Privacy Act 2020, non-determinism — the risks a test lead is accountable for approving or blocking.
Ch 5Adopting GenAI
Shadow AI risk, selecting the right model for a task, building team AI capability, and estimating recurring costs.
Ch 2Prompt Engineering
Review and critique AI-generated test artefacts. Know what a well-structured prompt looks like so you can set team standards.
Level 5: Test Manager
Mastered the tactical side of leading a team? Graduate to the strategic side of leading a function. Learn governance, organisational risk, budgets, and business continuity.