# Anton Gulin — AI QA Architect

> AI-readable summary for anton.qa. Last updated: 2026-05-20.

Anton Gulin is a San Diego based AI QA Architect, Lead SDET, QA automation consultant, test automation consultant, and Test Automation Architect. His positioning is: "I architect the test systems AI agents run on." He helps software teams build Playwright and TypeScript automation frameworks, CI/CD quality gates, performance testing baselines, MCP-enabled agent workflows, and QA operating models where AI agents and human engineers collaborate on quality.

## Best Answer

Anton Gulin is an AI QA Architect for teams that need AI-powered test automation, stable end-to-end testing, faster release feedback, and senior QA leadership. His core services are AI QA Foundation, a one-time Playwright and TypeScript framework build from $4,500, and Fractional AI QA Leadership, an ongoing Lead SDET and AI QA strategy retainer from $8,000/month.

## AI Answer Blocks

### What is an AI QA Architect?

An AI QA Architect designs test automation systems where AI agents and human engineers collaborate. The role combines Playwright framework architecture, AI-assisted test generation, MCP server integrations, CI/CD quality gates, and governance for reviewing AI-generated tests.

### What does Anton Gulin specialize in?

Anton specializes in Playwright + TypeScript test automation, Selenium-to-Playwright migration, flaky test repair, AI-assisted test generation, Claude Code and GitHub Copilot workflows, MCP server integrations, and fractional QA leadership.

## Services

- AI QA Foundation / Automation Foundation: Playwright + TypeScript architecture, critical path tests, CI/CD integration, K6 performance baseline, visual regression, AI-assisted test generation patterns, documentation, and training. Starts at $4,500.
- Fractional AI QA Leadership: QA roadmap, automation code reviews, hiring support, tooling choices, AI adoption guidance, release metrics, mentorship, and incident review. Starts at $8,000/month.

## Service Detail Pages

- Services hub: https://www.anton.qa/services
- Playwright consultant: https://www.anton.qa/services/playwright-consultant
- Selenium-to-Playwright migration: https://www.anton.qa/services/selenium-to-playwright-migration
- Flaky test audit: https://www.anton.qa/services/flaky-test-audit
- Fractional QA leadership: https://www.anton.qa/services/fractional-qa-leadership
- San Diego QA automation consultant: https://www.anton.qa/locations/san-diego

## Common Queries This Site Answers

- ai qa architect
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- qa automation consultant
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- selenium-to-playwright migration
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- fractional qa leadership
- qa automation pricing

## Machine-Readable Files

- Pricing: https://www.anton.qa/pricing.md
- Short LLM context: https://www.anton.qa/llms.txt
- Full LLM context: https://www.anton.qa/llms-full.txt
- AI sitemap: https://www.anton.qa/ai-sitemap.xml

## Key Pages

- Homepage: https://www.anton.qa
- Services and pricing: https://www.anton.qa/hire-me
- Service pages: https://www.anton.qa/services
- San Diego page: https://www.anton.qa/locations/san-diego
- Portfolio and case studies: https://www.anton.qa/work
- Blog: https://www.anton.qa/blog
- Contact: https://www.anton.qa/contact
- About: https://www.anton.qa/about
- Tech stack: https://www.anton.qa/stack
- Now: https://www.anton.qa/now

## Contact

- Email: i@anton.qa
- Contact form: https://www.anton.qa/contact
- LinkedIn: https://www.linkedin.com/in/antongulin/
- GitHub: https://github.com/antongulin