Quality Engineering
Hands-on Learning Tracks
Actionable daily roadmaps designed to help you transition into AI orchestration, automated BDD audits, and cloud quality engineering.
Agentic QE Orchestrator (Days 1–7)
Never orchestrated an AI agent before? Start with Day 1 to bootstrap a local repository, write clean markdown test specifications, and direct AI developer agents inside a safe Git sandbox.
Agentic QE Orchestrator
Learn to act as a manager of AI subordinates, directing workspace control and local validation loops.
Transition from manual QA clicks to orchestrating AI developer and runner agents. Focuses on Git-level workspace isolation, BDD decomposition prompting, state context caching, and autonomous repair loops.
Agentic QE Part 2: Enterprise CI/CD & Governance Extension
Master headless agent runners in GitHub Actions & ADO, automated PR BDD audits, policy gates, self-healing CI, and SOC2 ledgers.
Scale agentic orchestration into enterprise CI/CD pipelines. Learn headless CLI agent runners, dual pipeline automation (GitHub Actions + Azure DevOps), automated PR review gates, policy-as-code token caps ($0.50 budget), closed-loop self-healing test runners, interactive HITL approvals, and SOC2 compliance audit ledgers.
Data Quality & AI/LLM Testing
Audit prompts, validate retrieval accuracy, design evaluation judges, and safety gates.
Master model evaluation and LLM ops. Focuses on testing prompt determinism, implementing LLM-as-a-Judge evaluations, measuring RAG accuracy (context precision and recall), prompt injections, and vector search audits.
AI-Driven Performance & FinOps
Leverage AI agents to analyze distributed tracing and tune cloud infrastructure cost profiles.
Use agents to monitor and automate system scaling and resource allocations. Focuses on load simulation scripts, analyzing telemetry metrics (Jaeger/Prometheus), auto-tuning database settings, and cloud cost FinOps.
AI-Assisted Security & Compliance
Audit dependencies, dynamic vulnerability scanners, and automated remediation gates.
Secure pipelines against supply-chain attacks and code vulnerabilities. Focuses on orchestrating static analysis, dynamic pentesting, auditing regulatory compliance (SOC2/GDPR), and auto-submitting pull requests for security fixes.
DevOps & Infrastructure as Code (Terraform)
Master Terraform from basics to advanced using a zero-cost local Docker environment with daily 20-min hands-on labs.
Transition from manual infrastructure provisioning to automated Declarative IaC. Learn HCL syntax, provider configuration, local container orchestration, state file audits, modular design, security scanning, and CI/CD validation gates.
DevOps & IaC Part 2: Kubernetes & GitOps Extension
Master Cloud-Native cluster provisioning, Kubernetes workload orchestration in HCL, Helm packaging, and automated GitOps CI/CD.
Extend your IaC mastery into Kubernetes & Cloud Infrastructure. Learn remote state locking (S3/DynamoDB), Kind/EKS cluster provisioning, HashiCorp Kubernetes & Helm HCL providers, multi-environment isolation, container security auditing (Checkov/Trivy), and GitOps pipelines (ArgoCD + GitHub Actions).