Dawid Florczak
QA Lead / AI Engineer
I build AI-augmented QA flows that let teams ship faster and catch the bugs before users do.
A decade of owning quality
I have spent over a decade in QA. I build test automation frameworks, own release processes, and set up the pipelines that carry them. I have built two QA teams from the first hire and led both, at a software house and at a US insurance product. For the last two years the work has been AI-augmented QA, which means agentic test flows, reusable skills, and tooling wired into CI so developers can test their own code before it reaches review. I now do that independently, through consulting, QA audits and one-to-one mentoring.
- 10+Years as a QA
- 2QA teams built
- 7Industries
Industries
- Insurance
- Fintech
- E-Commerce
- Entertainment
- Social media
- Productivity
- IoT
Skill Matrix
AI engineering
- Custom agentic workflows
- AI skills for QA & dev self-testing
- MCP server integration
- Claude Code
- Cursor
Test automation
- Playwright
- Cypress
- Appium
- Maestro
- RSpec
CI/CD & API
- CircleCI
- GitHub Actions
- Jenkins
- Postman
- k6
- REST & GraphQL
Leadership
- Test strategy & process development
- Team management
- Conducting trainings
- Recruitment & resource allocation
Programming
- TypeScript
- Swift
- Java
- Kotlin
- Ruby
- C#
- Rust
Certified
- ISTQB Foundation
- Testing JavaScript by Kent C. Dodds
- DevOps Panda Academy 2.0
- CCNA 1–4
Where I have done it
QA Lead and AI Engineer, self-employedfoxpixelIndependent · EU and US · Remote07.2026 to Present
- Building my own AI-augmented QA tooling: agentic test flows, reusable skills, and the pipelines that run them.
- QA audits, consulting and on-demand review for teams that need a second pair of eyes.
- One-to-one mentoring for testers moving into automation.
QA LeadAdvocate TechnologiesInsurance · US · Remote07.2023 to 07.2026
- Architecting AI-augmented QA systems: custom agentic test flows and reusable AI skills enabling QA and devs to self-test code pre-merge, shortening feedback loops.
- Integrating AI tooling (Cursor, Claude Code, MCP) into CI/CD pipelines.
- Developing test processes and strategies.
- Building and maintaining automation frameworks (Cypress / Playwright / Postman).
- Conducting training sessions for the QA team.
- Building and maintaining the QA team.
QA Engineer / Head of QATooplooxSoftware house · US · Wrocław, Remote12.2016 to 06.2023
- Maintaining, developing, and managing test automation frameworks.
- Developing test processes and strategies.
- Supporting other QAs in achieving their goals.
- Resource allocation and managing the recruitment process.
- Release process management.
- Building a QA team.
QA Automation EngineerSii for RyanairSoftware house · EU · Wrocław05.2016 to 12.2016
- Maintaining the Appium test framework for the mobile (Android/Java) Ryanair app.
- Creating new tests and reporting test results.
- Improving the test framework and reporting bugs.
Software TesterCeneoE-commerce · PL · Wrocław2011 to 2016
- Configuring and maintaining test frameworks (Appium, Calabash, Selenium).
- Conducting manual and automated tests of mobile and web applications.
- Developing test cases and maintaining documentation.
Work with me
For teams
QA audit
A full read of how your team tests: coverage, flakiness, pipeline feedback time, and what is quietly costing you releases. You get the findings and the order to fix them in.
A team inheriting a suite, or one whose releases keep slipping
Consulting
Ongoing work on your test strategy, your automation framework or your CI. I work inside your codebase and your process rather than handing over a document.
A team building or rebuilding quality practice
For individuals
Recorded modules and written material that stay yours, plus live one-to-one sessions with me while you work through them. The recordings do the teaching. The sessions catch the bad habit in week two instead of week six.
First places opening
- Start here
AI-Augmented QA
Upcoming6 weeks · Intermediate · One to one, self-paced
Put AI to work inside your test process: agentic test flows, reusable skills, and pre-merge self-testing that actually shortens feedback loops.
- Designing agentic test flows that hold up in a real codebase
- Building reusable AI skills your whole team can run
- Wiring Claude Code, Cursor and MCP into CI/CD
- Where AI helps in QA, and where it quietly costs you
Automation Foundations
Upcoming4 weeks · Beginner · One to one, self-paced
The ground floor of test automation: Git, a repository you can actually run, and a working local environment, so the first automated test is not the first obstacle.
- Git day to day: branches, commits, pull requests, and undoing mistakes
- Cloning a repository and getting its suite running locally
- Node, package managers, and why versions are pinned
- Running a first test and reading what the failure actually says
Playwright Foundations
Upcoming4 weeks · Beginner · One to one, self-paced
Go from zero to a maintainable end-to-end suite: selectors that survive refactors, stable waits, and a framework your team will keep using.
- Project structure and fixtures that scale
- Killing flakiness at the source
- Running suites in parallel in CI
- Debugging with traces and the Playwright inspector