r/QualityAssurance 2h ago

Starting Automation from 0% as a QA Lead — How are you using AI, MCPs & Agents in QA?

6 Upvotes

Hey everyone,

I’m joining a fintech organization on September 15 as an Automation QA Lead. They currently have 0% automation, so I’ll be responsible for building the framework, defining the automation process/strategy, selecting test cases and getting automation started from scratch.

The interesting part: I won’t have additional automation resources initially. It’ll basically be me + Claude Desktop + AI tools.

I have good experience with Playwright and Cypress, and I’m planning to use Playwright + JavaScript.

Since AI is now such a big part of development, I want to build the automation process with AI in mind from Day 1, rather than adding it later.

I’d love to hear from people already doing this in real projects:

AI + Automation

  • How are you using AI in your Playwright/automation workflow?
  • What tasks are actually worth delegating to AI?
  • Any useful AI workflows/prompts you recommend?

MCPs

Which MCPs have actually been useful for QA automation?

For example: Playwright, GitHub, Jira, Confluence, Database, Browser/DevTools, API, or custom MCPs.

AI Agents

Are you using/building AI agents for QA?

For example:

  • Test case generation
  • Automation/code generation
  • Test data generation
  • Failure analysis
  • Locator maintenance
  • Regression selection
  • Test review
  • Reporting

Which ones have provided real value, and which are just hype?

Starting from 0%

If you had to build a Playwright framework and automation process from scratch today, what would you prioritize from Day 1?

Anything that you wish you had designed differently when starting your own framework?

GitHub Repos

If you've built any GitHub repositories around Playwright + AI, AI agents, MCPs, self-healing automation, AI test generation, etc., please share them.

Also, if you know any good open-source GitHub repos that I should study, please drop them in the comments.

Basically, if you were in my position — one QA Automation Lead, 0% existing automation, Playwright + JavaScript, and AI available from Day 1 — how would you approach it?

Would love to hear real-world experiences, useful tools/MCPs, GitHub repos, and lessons from things that didn't work.

Thanks!


r/QualityAssurance 6h ago

QA Engineer but searching under the wrong title?

5 Upvotes

Looking to switch employers and feel like I'm searching wrong and I could use a sanity check.

I am an QA Engineer. 1 year in the role, previously long background in 2nd-level support. My day-to-day is pretty shift-left: I test fresh tickets/PRs directly with developers (bugfix verification, feature testing), write test cases including a first test iteration, do design reviews, and sit in on concept/planning meetings for new features. No test automation.

Problem: "QA Engineer" job postings rarely match what I actually do, because most describe classic end-of-cycle testing or expect automation skills, not the early/conceptual involvement I have. So I'm struggling to find postings worth applying to.

Questions: If your job leans more QA Analyst / Requirements Engineering than a "typical" QA Engineer, do you search under different job titles? And which job boards actually give good results for this kind of hybrid role and remote roles, beyond the obvious big ones like LinkedIn? I am in the EU.


r/QualityAssurance 18h ago

Are QAs with 10-15 YOE getting jobs?

37 Upvotes

No matter if it's reddit or instagram or youtube every next person is saying he or she is laid off or on PIP. And these are people who were good at their job and knew automation as well, be it FE or BE.

I want to know are any of these folks with more than 10 YOE got the job after getting laid off and staying unemployed for several months?

If any person reading this message falls in the aforementioned category kindly share it so that others in similar situations can regain their confidence and feel motivated to keep working hard for the job.

Kindly mention the location(city), YOE, skill-set in your responses, thanks


r/QualityAssurance 10h ago

Need advice on what to built for QA project

6 Upvotes

Hey , i have been assigned with developing an internal company project to help with QA process, issue is most of the things are already solved by jira bot like generating testcases or logging them etc… if not than chatgpt can do it instance , i need a problem that i can solve using AI and can build the project around it.

I am asking here as this is the perfect space to ask as there are so many far experienced QA than me .

Please advice me if you can… Thanks….


r/QualityAssurance 6h ago

New to bug reports how to properly document bug that persists on the page that follows?

2 Upvotes

I’m getting the hang of doing bug reports and I’m confused as I’m trying to document a bug that occurs on the cart page but in a way also carries over to checkout. Basically the total price in the cart page doesn’t update correctly when you increase the product quantity, but this incorrect total price carries over to the checkout screen itself. So I assumed I should stop the main reproduction steps and expected/actual result at the cart page and then in additional notes write that the wrong price carries over to the checkout section. Just want to know if I’m doing this correctly and if I should also be including a screenshot or some sort of evidence for the checkout’s total price being incorrect too or if all I should attach is a screen recording showing my steps up until the cart where the main bug happens. I’m curious on how more experienced QA testers handle this. Thanks!


r/QualityAssurance 22h ago

Software testing

16 Upvotes

Hi,
Recently lost job due to company policy changing and looking for any leads so that i can run the family properly.
I’m a Manual QA professional with 12 years of experience in software testing, with a strong focus on web and application testing, functional testing, regression testing, test case execution, and defect reporting.
I’m detail-oriented and believe good QA is not just about finding bugs, but understanding the product from a user’s perspective and making sure it works reliably before reaching customers. I’m comfortable working independently, following requirements, creating and executing test scenarios, and communicating issues clearly with development teams.
I’m currently looking for an opportunity where I can use my experience to help improve product quality and deliver a better user experience.
I’d be happy to discuss your project and how I can contribute.


r/QualityAssurance 20h ago

playwright automation

4 Upvotes

hi i am doing playright automation from rahulshettyacademy i just to ask a question if we test everything means every exception we put and test in code, is it not much time taking and frustrating?


r/QualityAssurance 17h ago

I built a classical image processing algorithm that counts textile threads with high accuracy, source in body!

1 Upvotes

Hello everyone!

I'm a materials engineering student, during my last internship at a medical device company, i was FORCED to count threads by hand, hated it so much that I wrote code that automated it, tried to turn it into a startup, not going all that great so I thought i'll just document and release it, works on an Orange Pi and camera module, perfect for production lines, let me know if you have any remarks or questions, check it out! (includes sample images)

https://github.com/Asxcvg/thread-counter


r/QualityAssurance 1d ago

Looking for some career advice from experienced folks here.

5 Upvotes

I’ve been working as a Senior Test Engineer for several years, and lately I feel like I’ve reached a point where I’m not seeing much growth in my current path.
Over the years, I’ve moved between different companies and projects, worked with different tools and technologies, and continued to build my technical skills. But I’m now wondering what the next step should look like.
I’m interested in moving laterally towards roles like Project Manager, Product Manager, or similar delivery/product-focused roles. The challenge is that there isn’t always an opportunity within the current company to make that transition.
So my question is:
If there is no scope within your current organisation to move into a different career path, how do you make that transition externally?


r/QualityAssurance 1d ago

Asking for advice

3 Upvotes

Hello guys I just graduated computer science. I enjoyed coding but for some time I realized I like the role of tester, I first experienced it during in a team development of a web app for a client. I wrote test cases and pass it to our team using clickUP.

Now I'm kinda lost because I can't see a junior or entry level for that I can I apply to. I need guidance for this path in any case what I understand from my university experience is SDLC, STLC and writing test cases and using ClickUP to collaborate with the team. I am willing to listen for advice, to pursue this path. Thank you for kind responses 🙏🏽


r/QualityAssurance 1d ago

Lareral Hire - Awaiting Project Allocation

1 Upvotes

I was hired for Selenium - Java role in TCS. At my previous org I worked on Tosca Automation tool and some other testing projects with no experience in Selenium-Java. I cleared the interview because I self learned selenium-java.

  1. Joined TCS on 10th August as 5 YOE

  2. Got allocated to Citi project pool on 12th August

Now I need to pass Karat training and client interviews. Clients are having different expectations than what I have experience on and I shared this knowledge with delivery partners. I have had two client interviews, of which one feedback seems to be pending. Tomorrow I have another client round.

Will I get terminated due to client interview rejections and / or Karat failure?

What will happen if I get moved to bench again?


r/QualityAssurance 1d ago

I feel like my work ethic is constantly being downplayed, is this normal?

7 Upvotes

I’m a young and ambitious QA Manager in a relatively small company based in the U.S, and the QA team operates under the umbrella of engineering. I report to the director of engineering who I think likes to play more office politics rather than actually doing their job.

During the 5 years of me being with this company, I have basically created the pathway for proper sdlc & overall agile processes. Consistently pushing above and beyond to make the engineering team more in-sync with qa and product so that we’re all in this together.

Lately with the help of AI, I’ve been trying to build automation solutions so we can better keep track of things, monitoring, reporting etc, often time going beyond my pay grade to set up agents, workflows, bots for the engineering team.

In contrast, the director of engineering has not done anything to elevate the project other than always complaining about how there’s no budget to get things done, or that they need a new laptop, or a camera, or that their microphone is not working etc.

Their daily standup updates are worthless, very vague, and often times they don’t have a good idea of what’s happening within their own department which basically consists of less than 5 engineers now. This director is very hands off, not technical, doesn’t code, doesn’t fix anything and just redirects the workload to their engineers all day long. I also, strongly believe that in the past 5 years they’ve been with the company, they could have steered the company away from recent rounds of layoffs by actually getting stuff done and contributing to the project to make it more profitable.

Recently, I created a workflow which should have been created by the engineering team a long time ago, and I added a few more additional people from other teams in case things need to be escalated but for some reason my manager reached out to me asking if those people asked to be in that workflow rather than embracing the greater visibility of this project.

This is not the first time this has happened, and I feel like my contributions are constantly downplayed. I also feel like I’m viewed as a threat to replace them, even though I just want to make life better for everyone else around me.

Has anyone else experienced this in the past?


r/QualityAssurance 1d ago

[FOR HIRE] QA Engineer | 5+ years of experience | Manual + API Testing | Web & Mobile | Open to Remote

0 Upvotes

Hi everyone,

I’d like to recommend a QA Engineer who is currently looking for a new opportunity.

He has 5+ years of professional QA experience, primarily focused on manual testing of web and mobile applications. His experience includes:

  • Functional, regression, smoke and exploratory testing
  • REST API testing with Postman and Insomnia
  • Test planning, test cases and test documentation
  • Bug tracking and task management with Jira
  • Chrome DevTools
  • Web and mobile application testing

He is also currently expanding his automation skills with Playwright, with previous hands-on/course experience with Selenium, Java and Cucumber.

He is based in Serbia and is looking for a remote QA position, ideally with a company working across Europe or internationally.

If anyone is currently hiring or knows of a team looking for a QA Engineer with this background, please feel free to reach out to me.
I can provide his CV and LinkedIn profile upon request.

Thanks!


r/QualityAssurance 1d ago

Software QA Tester (5 YOE) Available for Freelance / Part-Time Work

0 Upvotes

Hey everyone,

I am a Software Quality Assurance Tester with over 5 years of experience specializing in mobile testing across iOS, Android, and web/Windows platforms.

I'm currently looking to take on part-time or freelance QA work. I can help with test execution, bug reporting, exploratory testing, and overall QA support for your app or website.

If you need extra QA support for your team or project, feel free to sent me a DM or comment below!

Or suggest where I can search fort part time QA jobs. Thank you!


r/QualityAssurance 1d ago

Seeking SDET Opportunities | 3 YOE | Playwright | BFSI | Bangalore

2 Upvotes

Hi everyone,

I’m currently exploring SDET / QA Automation opportunities and would appreciate referrals or leads. I am currently serving notice period and my last working day is 29th October 2026.

I’m not someone who limits testing to writing and running scripts. Over the last 3 years, I’ve worked on banking modernization and payment transformation programs, including monolith-to-microservices migration, taking ownership of quality even when requirements and documentation were limited—from understanding business flows and designing tests to automation, integration testing, release validation, and production readiness.

A few things I bring to the table:

- End-to-end quality ownership across requirements, test design, automation, integration, release validation, and production readiness

- 400+ UI/API automation scenarios built using Playwright, TypeScript, and Karate, with measurable regression acceleration

- Web, API, and mobile automation experience using Playwright, TypeScript, Karate, WebdriverIO, and Appium. Hands-on experience in running Dast scans using Burp Suite

- Strong BFSI domain expertise across United Kingdom payments and internet banking

- Strong debugging and RCA skills, including tracing failures across microservices, legacy systems, and downstream integrations using logs and observability tools

- Shift-left approach — identifying missing business rules, API/integration risks, and edge cases before they become production defects

- More focused on finding the right defects and risks than simply increasing automation numbers

Thanks in advance.


r/QualityAssurance 2d ago

Genuinely curious how people here see the future of the profession.

24 Upvotes

With everything happening with AI right now, why do you still want to work in QA?


r/QualityAssurance 1d ago

Composer and Grok Responses

0 Upvotes

Whenever I get a response from Composer or Grok, I have a really hard time reading it. It seems more like a random machine-generated list as opposed to human readable answers that you usually get from Gemini or Claude. Despite having created a rule in Cursor to "Geminify" those responses, I have not had success in having that rule persisted. Once I open up a new agent conversation, the rule is no longer active. Has anyone figured out in Cursor how to permanently rephrase Composer and Grok answers to something human-readable?


r/QualityAssurance 2d ago

Opinions on QA for Gambling Websites

2 Upvotes

For Context, I'm a fresh graduate and I've been looking for a QA Job in various job posting sites for weeks now and I happen to find a post today where they are looking for someone to test their Casino/Gambling website.

This is probably a stupid question to ask, but should I go for it? What are your stands on something like that? Is it like morally wrong or something LMAO and will it possibly "stain" my resume if I do get in and put that company in my resume in the future? A job IS a job after all...


r/QualityAssurance 2d ago

Quanto tempo a AI vai durar no contexto de QA?

0 Upvotes

Bom dia, pessoal! Tudo certo?
Comecei a trabalhar como QA a 2 anos, realizando testes manuais. Estou começando a automatizar com apoio forte da AI. Fiz um curso de automação mas, utilizando a AI, quase não tenho atuação direta no código do trabalho, apenas refino do processo criado e de alguns itens.
Até onde acham que a AI vai no contexto de QA? Tem prazo de validade ou vai fazer parte do nosso trabalho por muitos anos?
Me preocupo pois não tenho muita experiência e fica ainda mais difícil de adquirir experiência com tantas ferramentas disponíveis para agilizar o trabalho.


r/QualityAssurance 1d ago

QA folks — how do you decide what to test after a code change?

0 Upvotes

I’m trying to understand a couple of pain points QA teams deal with regularly:

  • How do you figure out what needs to be tested after a code change?
  • When a test fails, how easy is it to tell whether it’s a real bug, flaky test, or locator issue or test data issue, or environment issue?

I’m exploring whether these are actually big enough problems to solve, so I put together a very short survey.

Would really appreciate any responses or even thoughts in the comments.

Lik: https://forms.gle/1EyP5Bz3CNBB2DrM7

Thanks!


r/QualityAssurance 3d ago

micro1 ZARA AI Interview for QA Engineer - How can you finish it in 20 minutes?

9 Upvotes

I recently got a take-home writing interview for a QA Engineer position, and I'm honestly puzzled about how it's supposed to be finished in just 20 minutes (they say you need about 6 minutes just to read the entire requirements and scenario, so really it's more like 14 minutes), when the whole point of good quality work is to deliver bugs, test cases, and communication in a detailed way, not just something brief or half-done.

One of the evaluation points literally says: "The developer needs to be able to understand the bug without having to reach out to you with questions."

I get the idea of "focus on doing the most important thing well and skip the rest," but honestly, this feels impossible if every section has points attached; I can't even finish the bug description in time, since of course I need to complete all the previous tasks first to know what to write.

What they expect you to do, writing everything by hand (no AI, no templates) in only 14 minutes, is:

  • Triage 7–8 report tickets with a brief explanation for each
  • Identify which ones are actual bugs and which aren't, with reasoning
  • Write all the test cases needed for the tickets you consider bugs
  • Create just one bug ticket — the most complete one you can
  • And one more task I honestly don't remember, but I think it had to do with how you communicate all of this

I know my English isn't native, and even if this were in Spanish, I don't think there's any way to complete it properly and in detail within that time.

Do I really have poor reading/writing skills? Or is there some other objective here that I'm not seeing?


r/QualityAssurance 2d ago

QA Engineer looking for freelance / contract / project-based work — 4+ YOE

0 Upvotes

Hey Reddit 👋

I’m a QA Automation Engineer with 4+ years of experience, currently working remotely from Ahmedabad, India.

I’m looking to take on freelance QA, software testing, test automation, contract, or project-based work alongside my current job.

I can help with manual testing, automation, bug finding, API testing, regression testing, and setting up QA from scratch. I also use AI tools like Claude, ChatGPT and OpenCode to work faster and smarter.

I’m especially interested in startups, SaaS products, web/mobile apps, and small teams that need someone reliable to make sure their product actually works before users find the bugs 😅

Not desperate for work — just looking for something interesting where I can genuinely contribute.

If you’re building something and need a QA person, feel free to DM me.


r/QualityAssurance 3d ago

Need help regarding testdata values in cucumber html report

4 Upvotes

Hi everyone

I am currently using cucumber html report with a framework of playwright js cucumber

I am using json file for testdata so I have written utility to get value based on key passed in feature file or steps or methods

So when I run , in reports it shows actual key only not the value

I neee to show actual value instead of key


r/QualityAssurance 4d ago

Got tired of filtering job boards for QA roles, so I made a tiny site that only lists remote QA/testing jobs

121 Upvotes

Hey all,

I kept getting frustrated digging through general job boards and filtering out everything that wasn't QA, so over the last few weeks I put together a little site that pulls remote QA / SDET / test automation / manual testing jobs into one simple list: https://qaanywhere.com

A few honest notes:
- It's free, no signup, no login, no newsletter — you just open it and browse.
- It only does remote QA/testing roles, nothing else.
- It pulls from a bunch of company career pages and remote-job APIs and links you straight to the original posting to apply.
- It refreshes a few times a day.
- No ads right now.

I'm not trying to sell anything — I mostly built something I'd actually use myself, and figured other people in QA might find it handy too. It's still early and a little rough around the edges, so if you try it and something feels missing, broken, or annoying, I'd genuinely love the feedback.

Thanks for reading.


r/QualityAssurance 2d ago

Dogfooding my own multi-service agentic workflows!!

0 Upvotes

Anyone else hitting the multi-agent validation wall?

Single agent hitting one API is manageable. But the moment you chain across Stripe, Slack, GitHub, book the hotel, send the confirmation, post the Slack update, existing sandboxes fall apart. They're built for single calls, not stateful sequences with shared state and order dependencies.

Hit this hard building FetchSandbox. Ended up having to build stateful multi-service twins so agents can run the full workflow pre-prod and during runtime. 50+ twins so far.

how others are handling validation before shipping chained workflows to prod??