DIY Testing Tools | Accelerate QA Without In-House Teams

Slow
to start

Building an in-house QA team takes months to hire and onboard. AI testing tools may add delays in setup and involve steep learning curves, causing bugs to slip into production. You might wait 6 to 12 months for meaningful results if they arrive at all.

Developer-Led
QA creates bottlenecks

Your developers already have their hands full. Delegating test automation to them diverts their attention, slows down development velocity, and leads to shallow test coverage. Tools still require ongoing maintenance, and bugs often get overlooked.

Incomplete
test coverage

Most test automation tools, even those featuring AI, only tackle the “easy 80%.” This leaves the risky edge cases untested, where the most critical bugs are likely to appear.

Sky-High
QA costs

Hiring and managing in-house QA teams can be prohibitively expensive. Likewise, AI testing platforms often still require full-time staff to operate effectively

Unreliable results, costly bugs

Reliable testing necessitates specialized expertise, which in-house teams may often lack, while many AI tools are not designed to handle the complexities of real-world products.

Tests that break and burn time

DIY automation means constant maintenance, flaky test failures, and frustrated devs.

Launch faster with no setup delays

You get expert-designed test cases and working automation in your first sprint. No hiring. No long onboarding. No tool ramp-up. Perfect for teams tired of waiting months to see results.

Full test coverage that actually catches bugs

We go beyond basic automation. Our expert + AI model targets 100% of your coverage, including that critical 20% of edge cases where the worst bugs hide. You’ll never ship blind again.

Reduce QA costs without sacrificing quality

You get the output of a 5-person in-house QA team for half the cost of one QA hire, with no extra burden on your engineers. We handle the automation so your devs can stay focused on building. Scalable, affordable, and built for real-world product velocity.

Test stability you don’t have to babysit

No more flaky tests or broken pipelines. We design, maintain, and evolve your tests week after week, so they grow with your product and never slow your team down.

Expert in the loop

A dedicated QA expert is assigned to your team. They learn your product deeply, design a strategic test plan aligned to your goals, and continually refine coverage based on what matters most. This isn’t a black-box service – our expert becomes an embedded part of your team, reviewing approaches and even joining your sprint planning.

Amikoo AI agent

Our QA-trained AI agents, Amikoo, generate and execute tests at scale. It automates the “easy 80%” – handling happy paths and repetitive negative cases with speed and precision. The AI also tackles a chunk of the harder 20%, rapidly writing Playwright scripts and even suggesting new test scenarios.

Testing platform

Under the hood is MuukTest’s powerful automation platform. It runs all these tests in parallel across browsers and environments, yielding detailed reports in minutes. Our platform integrates with your CI/CD pipeline and issue trackers, so failures go straight to your devs with actionable details. Plus, all test code is yours to keep, written in standard Playwright or Selenium following best practices, and fully exportable.

Deep understanding

Our Amikoo AI agent explores your app, while a dedicated QA expert interviews your team to identify high-impact test scenarios. Together, they define a strategic QA plan, which we codify into a scalable testing framework tailored to your product
Thoughtful test design

We design tests that actually reflect how your users behave. Our QA expert determines what tests should be automated, prioritizing critical paths and edge cases. Amikoo begins prompt training and environment setup, ensuring your QA automation mirrors real-world usage.
Parallel development

Amikoo handles the “easy” 80% of regression and functional flows with Playwright or Selenium-based scripts. It also tackles 15% of the harder, dynamic test paths, while our QA experts oversee everything and cover the final 5%, focusing on complex, high-risk scenarios. It’s smarter than traditional test automation tools, and more scalable than any in-house QA team.
Parallel execution

We execute 100s of automated tests in parallel every sprint. Our QA experts stay embedded with your team, continuously refining tests as your app evolves. With full integration into your CI/CD pipeline, you get real-time feedback and zero release delays — without ever hiring or managing a QA team yourself.

Hiring Cost
$30,000 $120,000 No cost
Yearly Starting Cost
$150,000 $550,000 $72,000
Subscription / Infra Cost
$30,000 $10,000 No cost
Total Starting Cost
$210,000 $680,000 $72.000
# of tests created/month
40-60 100-200 100-200
Test Coverage
80% in 1-2 Months 90% in 8-12 Months 95% in 4-6 Months

Do I still need to build an in-house QA team?

No. MuukTest replaces the need to hire an in-house QA team. You get expert QA support and an AI-powered test automation platform from day one. Already have QA engineers? We work alongside them to scale without increasing headcount.

We already use a tool and our devs write the tests. Why switch?

Even the best tools still require your devs to write, maintain, and chase down flaky tests. MuukTest offloads all of that by combining AI-generated tests with expert QA maintenance, so your engineers can focus on shipping features.

Is MuukTest a test automation tool or service?

MuukTest is both a powerful AI testing tool and an expert-led QA service combined into one. You get the speed and scale of automation, plus hands-on QA expertise to design, run, and maintain your tests, all without hiring or managing a QA team.

How soon will I see results?

You’ll see impact in the first 2–3 weeks, often catching critical bugs fast. Most teams reach up to 80% within 4 months, which would take a year to do in-house.

What makes MuukTest better than other test automation tools

Most tools automate the easy 80% and leave the hard stuff to you. MuukTest solves the whole picture, including edge cases, test maintenance, and flaky tests, plus you keep all the code.

Can MuukTest work if we don’t have a QA team?

Yes. Some of our clients are developer-led teams without formal QA. We act as your QA team, handling design, automation, and maintenance from day one

Can I export my test code if I switch tools?

Yes! All code is yours, written in Playwright or Selenium, your choice, and fully exportable at any time.

How does MuukTest integrate into my workflow?

MuukTest acts as an extension of your dev team. Our QA expert joins planning, runs tests in parallel with your sprints, and integrates directly into your tools: GitHub, Jira, CI/CD, Slack, and more.

Who maintains the tests? What about flaky tests?

We do. Our QA experts handle test maintenance and script updates. Our AI testing tools and platform architecture reduce flakiness and run hundreds of tests in parallel, so releases stay fast and stable.

“MuukTest found things that we didn't know were even a problem in the product, which is huge for us. I'd rather MuukTest find something than a customer, even if it's minor”

Wendy Murry, COO

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“In the proof of concept, MuukTest delivered exactly what they said they would deliver. This gave me a higher level of confidence in the test coverage and my software.”

Ernie Hudson, Director of Product & Technology

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“MuukTest helps move the product along faster. Working on the regression projections ensures our product is more stable with the calculations. I think the value is just peace of mind”

Taylor Perkins, CTO and Co-founder.

More than just AI test automation tools: Faster than building a team