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Start Here - Pick Your Path
๐Ÿ‘‹ Hey there! ๐–๐ž๐ฅ๐œ๐จ๐ฆ๐ž ๐ญ๐จ ๐€๐ˆ & ๐๐€ ๐€๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐จ๐ซ community. If you want the fastest answer on where to start, use the path that fits you now. ๐Ÿ. ๐˜๐จ๐ฎ ๐š๐ฅ๐ซ๐ž๐š๐๐ฒ ๐ค๐ง๐จ๐ฐ ๐ฉ๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฆ๐ข๐ง๐  ๐š๐ง๐ ๐ญ๐ž๐ฌ๐ญ ๐š๐ฎ๐ญ๐จ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐€๐ˆ ๐€๐ฎ๐ญ๐จ๐“๐ž๐ฌ๐ญ ๐‹๐ข๐ฏ๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ - This path is for QA automation engineers and SDETs who want to use AI coding agents in real workflows. Read that post if you want the full workshop details. ๓ €  ๓ €  ๓ €  ๐Ÿ. ๐˜๐จ๐ฎ ๐š๐ซ๐ž ๐š ๐ฆ๐š๐ง๐ฎ๐š๐ฅ ๐ญ๐ž๐ฌ๐ญ๐ž๐ซ ๐ฆ๐จ๐ฏ๐ข๐ง๐  ๐ข๐ง๐ญ๐จ ๐š๐ฎ๐ญ๐จ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐๐€ ๐€๐ฎ๐ญ๐จ๐“๐ž๐ฌ๐ญ ๐€๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐จ๐ซ - This path is for people who still need the foundations: programming, Playwright, framework building, and job-ready automation skills. Start with the course here
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Start Here - Pick Your Path
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AI Coding Agents: ๐€๐ˆ ๐€๐ฎ๐ญ๐จ๐“๐ž๐ฌ๐ญ ๐‹๐ข๐ฏ๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ
AI is changing Software Development. And it is changing QA with it. QA Engineers who know how to use AI will: โฌฉDeliver in days what used to take two weeks โฌฉDo work that used to require deep expertise. With AI, basic knowledge can produce senior-level results โฌฉGet instant AI feedback on tests, code, and debugging decisions The same applies to Software Developers. AI multiplies their delivery speed. QA becomes the bottleneck. That's why companies are fighting to hire QA Engineers who can match that speed. ๐Ÿ’ก In fact, as of early 2026, many companies started adding AI coding tasks to their interview process. QA Engineers who ignore AI won't just fall behind, they risk losing their career entirely. That's not doomsaying. In 2026, tech companies laid off 55,775 people (https://www.trueup.io/layoffs). So, are those layoffs because AI is replacing people? No. AI is not replacing anyone. People who use AI are replacing people who donโ€™t. Unlike the transition from Manual Testing to QA Automation, which took a decade, this shift is happening fast. Capable AI Coding Agents only became real in late 2025. Just a few months later, the entire tech world had changed. That's what this community is about. It's for people who see this shift and understand that right now is not just a pivotal moment for them. It's a short golden window to become one of the first truly AI-Powered QA Automation Engineers / SDETs and set yourself up for a long, safe, and extremely high-paying QA career. โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ ๐€๐›๐จ๐ฎ๐ญ ๐Œ๐ž, ๐š๐ง๐ ๐ฐ๐ก๐ฒ ๐ˆ ๐›๐ฎ๐ข๐ฅ๐ญ ๐€๐ˆ ๐€๐ฎ๐ญ๐จ๐“๐ž๐ฌ๐ญ ๐‹๐ข๐ฏ๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ I'm ๐Œ๐š๐ญ๐ฏ๐ข๐ฒ, a Vegas-based ๐๐ซ๐ข๐ง๐œ๐ข๐ฉ๐š๐ฅ ๐’๐ƒ๐„๐“ with ๐Ÿ๐ŸŽ+ ๐ฒ๐ž๐š๐ซ๐ฌ ๐จ๐Ÿ ๐ž๐ฑ๐ฉ๐ž๐ซ๐ข๐ž๐ง๐œ๐ž. Iโ€™ve worked across startups and large enterprises, building QA automation frameworks and testing infrastructure across pretty much all modern stacks and tools. In 2025 I introduced AI coding agents into my team's QA Automation workflows. The team adopted it. Management noticed. To get there, I spent $3,000+ of my own money. Not on theory, but on practice.
AI Coding Agents: ๐€๐ˆ ๐€๐ฎ๐ญ๐จ๐“๐ž๐ฌ๐ญ ๐‹๐ข๐ฏ๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ
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๐Ÿ“Œ Course: QA AutoTest Accelerator. Go From Manual QA to SDET in 3 Months
๐“๐ก๐ž ๐๐€ ๐€๐ฎ๐ญ๐จ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐†๐š๐ฉ ๐๐จ๐›๐จ๐๐ฒ ๐“๐š๐ฅ๐ค๐ฌ ๐€๐›๐จ๐ฎ๐ญ โคท You've finished another online course โคท You understand a Testing Framework โคท You've built a few test scripts, maybe even completed a portfolio project But when you look at job postings asking for "2+ years of QA Automation experience," you freeze. ๐“๐ฎ๐ญ๐จ๐ซ๐ข๐š๐ฅ ๐ค๐ง๐จ๐ฐ๐ฅ๐ž๐๐ ๐ž ๐ข๐ฌ๐งโ€™๐ญ ๐ญ๐ก๐ž ๐ฌ๐š๐ฆ๐ž ๐š๐ฌ ๐ฃ๐จ๐›-๐ซ๐ž๐š๐๐ฒ ๐ฌ๐ค๐ข๐ฅ๐ฅ๐ฌ. ๐€๐ง๐ ๐ž๐ฆ๐ฉ๐ฅ๐จ๐ฒ๐ž๐ซ๐ฌ ๐ค๐ง๐จ๐ฐ ๐ข๐ญ ๐ญ๐จ๐จ. โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ ๐Ÿšฉ ๐–๐ก๐š๐ญโ€™๐ฌ ๐€๐œ๐ญ๐ฎ๐š๐ฅ๐ฅ๐ฒ ๐Œ๐ข๐ฌ๐ฌ๐ข๐ง๐ : The gap between โ€œ๐ˆ ๐ฅ๐ž๐š๐ซ๐ง๐ž๐ ๐—ฆ๐—ข๐— ๐—˜ ๐š๐ฎ๐ญ๐จ๐ฆ๐š๐ญ๐ข๐จ๐งโ€ and โ€œ๐ˆ ๐œ๐š๐ง ๐๐จ ๐ญ๐ก๐ข๐ฌ ๐ฃ๐จ๐›โ€ comes down to 3 things: โถ Structured, real-world training that goes beyond basics. โ‰ซ Most courses teach tools. They don't teach you how to think like an SDET and QA Automation Engineer, build frameworks from scratch, or integrate CI/CD pipelines the way companies actually use them. โท Proof of competency that employers trust. โ‰ซ Saying "I know Playwright" on your resume means nothing without verified credentials. Employers need tangible evidence you can do the work. ๐Ÿ“Œ ๐“๐ก๐š๐ญโ€™๐ฌ ๐ฐ๐ก๐ฒ ๐ˆ ๐›๐ฎ๐ข๐ฅ๐ญ ๐๐€ ๐€๐ฎ๐ญ๐จ๐“๐ž๐ฌ๐ญ ๐€๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐จ๐ซ ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐ : ๐€ ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ž๐ญ๐ž ๐œ๐จ๐ฎ๐ซ๐ฌ๐ž ๐ญ๐ก๐š๐ญ ๐œ๐จ๐ฆ๐›๐ข๐ง๐ž๐ฌ ๐ฌ๐ญ๐ซ๐ฎ๐œ๐ญ๐ฎ๐ซ๐ž๐ ๐ญ๐ซ๐š๐ข๐ง๐ข๐ง๐ , ๐š๐ง๐ ๐ฏ๐ž๐ซ๐ข๐Ÿ๐ข๐ž๐ ๐œ๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐ญ๐ก๐š๐ญ ๐ญ๐š๐ค๐ž๐ฌ ๐ฒ๐จ๐ฎ ๐Ÿ๐ซ๐จ๐ฆ ๐ณ๐ž๐ซ๐จ ๐ญ๐จ ๐ฃ๐จ๐›-๐ซ๐ž๐š๐๐ฒ ๐ฆ๐ข๐-๐ฅ๐ž๐ฏ๐ž๐ฅ ๐’๐ƒ๐„๐“ ๐จ๐ซ ๐๐€ ๐€๐ฎ๐ญ๐จ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ ๐ข๐ง ๐Ÿโ€“๐Ÿ‘ ๐ฆ๐จ๐ง๐ญ๐ก๐ฌ ๐‡๐ž๐ซ๐žโ€™๐ฌ ๐‡๐จ๐ฐ ๐ˆ๐ญ ๐–๐จ๐ซ๐ค๐ฌ โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ ๐ŸŽ“ ๐“๐ก๐ž ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐ : ๐๐€ ๐€๐ฎ๐ญ๐จ๐“๐ž๐ฌ๐ญ ๐€๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐จ๐ซ Three volumes that take you from fundamentals to job-ready: - Volume 1: QA Automation & DevOps Fundamentals + Git + GitHub CI/CD - Volume 2: Python + Playwright + Framework Building + CI/CD Integration - Volume 3: Job Search, Resume & LinkedIn Strategies, Interview Prep (Behavioral + Technical + Coding) It's a career transformation course designed around what companies actually hire for. โœ… ๐“๐ก๐ž ๐๐ซ๐จ๐จ๐Ÿ: ๐•๐ž๐ซ๐ข๐Ÿ๐ข๐ž๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ž ๐จ๐Ÿ ๐‚๐จ๐ฆ๐ฉ๐ฅ๐ž๐ญ๐ข๐จ๐ง - Unique verification ID for your resume and LinkedIn - Direct employer verification - Legitimate, searchable proof of your expertise โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ ๐“๐ก๐ž ๐Œ๐š๐ญ๐ก QA Automation Engineers and SDETs earn double what manual testers make on average.
๐Ÿ“Œ Course: QA AutoTest Accelerator. Go From Manual QA to SDET in 3 Months
Autonomous Exploratory Testing with Playwright CLI and AI Agents
You cannot be in two places at once. But your AI agent can. Learn how to use AI agents with Playwright CLI to do exploratory testing, while you are working in parallel on something more fun. โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ ๐Ÿง  ๐–๐ก๐š๐ญ ๐๐จ๐ž๐ฌ ๐ก๐ฎ๐ฆ๐š๐ง ๐ž๐ฑ๐ฉ๐ฅ๐จ๐ซ๐š๐ญ๐จ๐ซ๐ฒ ๐ญ๐ž๐ฌ๐ญ๐ข๐ง๐  ๐ฅ๐จ๐จ๐ค ๐ฅ๐ข๐ค๐ž? A tester: โˆ™ Thinks about what to try next โˆ™ Clicks, observes, and takes notes โˆ™ Stops when something blocks them โˆ™ Hands findings to the team Playwright CLI + AI coding agent can do the same. Completely autonomously. And you can set it up and configure it in 30 minutes, then send it to work for hours. โš™๏ธ ๐‡๐ž๐ซ๐ž ๐ข๐ฌ ๐ญ๐ก๐ž ๐ฌ๐ž๐ญ๐ฎ๐ฉ: You need to create only 1 file `๐ฌ๐ญ๐ž๐ฉ๐ฌ.๐ฆ๐` that defines the mission and the rules for the agent: - How to use Playwright CLI - Start URL (and environment) - Scope. What area or flow to explore: - What area of the application should be covered and what should ignored. - Credentials or test data (or where to find them) - Rules. What to look for and what to ignore - Where to write the report with all findings: `๐ซ๐ž๐ฉ๐จ๐ซ๐ญ.๐ฆ๐` ๐Ÿ“Œ ๐‘๐ฎ๐ฅ๐ž๐ฌ ๐’๐ž๐œ๐ญ๐ข๐จ๐ง ๐๐ซ๐ž๐š๐ค๐๐จ๐ฐ๐ง in `๐ฌ๐ญ๐ž๐ฉ๐ฌ.๐ฆ๐` โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ What to look for (report these): โคท Functional bugs. Button does nothing, wrong redirect, form does not submit โคท Broken UI. Missing elements, layout breaks, overlapping content โคท Wrong or missing copy on critical paths (checkout, login, errors) โคท JavaScript errors that break user actions โคท Failed network requests on critical APIs (auth, payment, save) โคท Accessibility blockers. โคท Dead ends. 404, infinite spinner, error with no recovery What to ignore: โคท Third-party analytics / tracking failures (Google Analytics, etc.) โคท Benign console warnings (deprecated API in a vendor script) โคท Cosmetic-only issues (misalignments, font weight on footer) โคท Cookie banner / GDPR UI unless it blocks the flow under test โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ After you are done with the `๐ฌ๐ญ๐ž๐ฉ๐ฌ.๐ฆ๐`, just point the AI agent to the file and let it loose. The agent will read the file and create an empty `๐ซ๐ž๐ฉ๐จ๐ซ๐ญ.๐ฆ๐` to fill as it goes.
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Autonomous Exploratory Testing with Playwright CLI and AI Agents
How to Make Playwright CLI Write UI Tests For You
Here is the full workflow that turns Playwright CLI + an AI coding agent into a system that can write UI tests for you. It works with Cursor, Claude Code, Codex, or any agent you have. โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ ๐ŸŸข ๐“๐ก๐ž ๐”๐ง๐ข๐ฏ๐ž๐ซ๐ฌ๐š๐ฅ ๐–๐จ๐ซ๐ค๐Ÿ๐ฅ๐จ๐ฐ โžค Step 1. Explore the test case with Playwright CLI You give the agent a real test case with the steps and validations: โˆ™ What user flow to cover โˆ™ What URL to start from โˆ™ What success looks like โˆ™ What data or credentials to use (or where to find them in the repo) The agent uses Playwright CLI to walk through that flow in the browser: โˆ™ `open` the starting page โˆ™ `snapshot` to read what is on screen โˆ™ `click`, `fill`, and navigate step by step โˆ™ `snapshot` again after each meaningful action The Agent is exploring the app the same way a human tester would, but faster, and with structured output, a.k.a it generates a file with it's findings. โžค Step 2. You review. When exploration finishes, the Agent should produce a short exploration document. Something you can read and review. It should include: โˆ™ Pages visited and the order of steps โˆ™ Locators or element refs that worked โˆ™ Form fields, buttons, and links involved โˆ™ Assertions the Agent observed (visible text, URL changes, success messages) โˆ™ Anything ambiguous or blocked (login wall, captcha, missing test data) ๐˜๐จ๐ฎ ๐ซ๐ž๐ฏ๐ข๐ž๐ฐ ๐ญ๐ก๐ข๐ฌ ๐›๐ž๐Ÿ๐จ๐ซ๐ž ๐š๐ง๐ฒ ๐ญ๐ž๐ฌ๐ญ ๐œ๐จ๐๐ž ๐ข๐ฌ ๐ฐ๐ซ๐ข๐ญ๐ญ๐ž๐ง. โžค Step 3. The Agent generates UI tests Now the agent writes code. It uses two inputs: 1. The exploration document from Step 2 2. Your existing test framework. Folder structure, page objects, fixtures, naming conventions, helper methods Playwright CLI does not replace your framework. It feeds facts into it. Same workflow whether you use Playwright Test, Selenium, Cypress, or something else. The exploration layer is shared. The test code layer is yours. โžค Step 4. The Agent runs the tests. The agent runs the new test (or the relevant suite). If it passes โ€”> done. If it fails โ€”> the agent goes back to Playwright CLI:
How to Make Playwright CLI Write UI Tests For You
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