10+ years building robust test automation frameworks, AI-powered testing tools, and scalable QA architectures across financial services, telecom, retail, and cybersecurity sectors.
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LLMs · RAG · Chatbots · Agentes
A hands-on guide to testing modern AI systems — LLM evaluation, RAG pipelines,
chatbot quality, red teaming, guardrails, drift monitoring, and AI agents.
Written for QA engineers, SDETs, and developers who need to ship reliable AI.
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Languages
Test Automation
AI & LLMs
CI/CD & Quality
Performance & Security
Infrastructure & Cloud
- Automate what's repetitive, validate what matters
- Collaborate like a dev, think like a user
- Quality is a shared responsibility
- The most critical bugs aren't always the most visible
Testing frameworks, proof-of-concepts, AI-powered testing tools, CI/CD utilities, and real-world examples built for actual QA workflows — from E2E automation to LLM evaluation pipelines.
| Project | Description | Stack |
|---|---|---|
| GuardiaCore · equiguardia.com | Production healthtech PWA for managing medical on-call shifts in Spanish hospitals — live in 10 hospitals with 100+ doctors. Automatic assignment, weighted fairness, algorithmic transparency, and a shift-swap marketplace | PWA JavaScript Supabase HealthTech |
| ai-testing-lab | pytest lab for testing LLMs: RAG eval, red teaming, guardrails, drift monitoring — 14 modules, 382 tests, zero API calls needed | Python pytest RAG LLM-Eval |
| Mnemo | QA Continuity AI — turns scattered project knowledge (rules, flows, bugs, tests, CI) into test plans, Playwright automation, and searchable QA memory. 100% local LLMs, zero API cost | Python FastAPI RAG Ollama Next.js |
| smartVisionQA | Proof-of-concept for automated visual testing using local vision models via Ollama | Python Ollama Vision-LLM |
| IstqbExaminator | Interactive (unofficial) study tool to prepare the ISTQB® Certified Tester Generative AI Testing (CT-GenAI) certification | JavaScript Web ISTQB |
| llm-eval-lab | Testing framework for evaluating LLM chatbot models | Python LLM-Eval |
I write about QA, test automation, and testing AI systems. If my projects or my book are useful to you, a ⭐ on the repos and a follow here go a long way.
