Test Automation Architect
Shape the entire technical foundation.
Strategic planning, infrastructure design, AI integration, and implementing automation across the whole organisation.
Intro
What it means to own the entire automation vision — from tooling choices to organisational culture.
Go →Techniques
Architecture patterns, AI/ML in testing, enterprise tooling decisions, platform engineering.
Go →Learning
Platform Engineering for QA, Agentic AI implementation, and global test data strategies.
Go →Practice
Architecture design problems, technology evaluation scenarios, org-wide strategy exercises.
Go →LLM infrastructure is now part of the architect toolkit
Retrieval-Augmented Generation, LLM-powered test agents, fine-tuning, and LLMOps are no longer experimental — they are production patterns that Automation Architects are being asked to evaluate and own.
LLM-Powered Infrastructure
RAG, LLM agents, fine-tuning, and LLMOps — architectural patterns for integrating AI into your test platform.
Ch 5Agentic AI Adoption
Model selection, cost estimation, and the organisational change needed to safely deploy Agentic AI test infrastructure.
Ch 3AI Risk for Architects
Non-determinism, data privacy in LLM pipelines, and the governance controls architects must design in from day one.