03 / KNOWLEDGE BASE

A practical map for growing as a quality engineer.

Questions, explanations, examples, and hands-on exercises across testing, automation, delivery, security, cloud, and AI engineering.

01 / CATALOG

Directions

Start with a published topic or see what is being prepared next.

01Published

Testing theory

QA foundations: principles, process, requirements, testing levels and types, documentation, defects, risk, and release readiness.

27 materialsOpen direction
02Published

Test design

Test design techniques, risk modelling, and building useful test coverage.

3 materialsOpen direction
03Published

Automation architecture

Test framework structure, layer boundaries, maintainability, and reliable quality signals.

3 materialsOpen direction
04Published

Python and Coding Whiteboard

Python for QA, algorithmic thinking, and practical technical interview exercises.

3 materialsOpen direction
05Published

TypeScript, Playwright and BDD

Type-safe web automation, Playwright patterns, and pragmatic BDD.

3 materialsOpen direction
06Published

Web, HTTP and networking

How browsers, protocols, and network layers affect system behaviour and testability.

3 materialsOpen direction
07Published

API, SQL and data

API contracts, database work, data integrity, and integration testing.

3 materialsOpen direction
08Published

CI/CD, Docker and Kubernetes

Pipelines, containers, orchestration, and fast feedback from quality checks.

3 materialsOpen direction
09Published

Security and DevSecOps

Threat modelling, security testing, and integrating security practices into delivery.

3 materialsOpen direction
10Published

System Design and Cloud

Distributed system components, architecture trade-offs, and testing cloud solutions.

3 materialsOpen direction
11Published

AI, LLM, RAG and agents

LLM solution design, retrieval architectures, agents, and their practical testing.

3 materialsOpen direction
12Published

LLMOps, Evaluation and Observability

LLM quality evaluation, experiments, monitoring, and control of AI system behaviour.

3 materialsOpen direction