QA × AI Tools
Jérémy Bazan
Senior QA Engineer · AI-augmented testing
Deterministic first, AI where it earns its place — QA stays the arbiter.
QA engineer and AI lead for my unit. I automate testing from web to embedded and augment it with AI — LLMs, agents, MCP.
By the numbers
100% of user stories
Risk-assessed from the framing stage, every sprint, with a review agent — before the first line of code.
7 open-source tools
Six test frameworks — around 848 cumulative tests — plus one plugin for coding agents. Runs locally, with a systematic deterministic fallback, and no external API key required.
8 AI agents
Built for project managers, product owners, QA and developers: test case generation, Definition-of-Ready checks, script optimization, QA documentation.
Mapped by domain
AI × Quality engineering
Critical systems
Test reliability & delivery
QA × AI insights
Notes and analyses shared on LinkedIn — each card opens the full article.
- AI & QAA detection AI's right to be wrongA detection AI will get things wrong. The useful question is where it is allowed to, and to write down beforehand, as blocking thresholds, what it has no right to miss.Read the article →
- QA practiceFrom no rule to one rule too manyAn agent loses its chest and writes "never again". A regex rejects a legitimate identifier. Both rules came from an observation, not a specification — and only one of the two ever changed its mind.Read the article →
- AI & QA"The button doesn't work": rebuilding what someone already knewA one-line report costs ten to thirty minutes to rebuild, and the lost context never comes back whole. I tooled that rebuilding — the tool started out by getting itself wrong three times.Read the article →
Stack
- Playwright (TypeScript · Python)
- Pytest
- Python
- GitLab CI / Azure DevOps
- MCP & AI agents
- Pydantic
Background
Today
QA Engineer / QA Tech Lead at EDF Solutions Solaires (Limonest, France), AI lead for the unit. Scope: web, mobile, embedded.
Nearly 6 years in software quality
ISTQB Foundation v4 (2024). Bilingual French / English (professional experience in the United Kingdom).
Mobility
open to a permanent role in French-speaking Switzerland, Vaud in particular. French citizen, EU/EFTA freedom of movement.