AI tools alone can’t deliver complete QA coverage. Most testing tools focus on the easiest 80% of paths, low-impact, rarely changing tests that don’t truly reflect user risk or real product behavior.
MuukTest’s E-A-T approach blends AI + expertise for full coverage. The E-A-T (Expert Agentic Testing) method combines Amikoo AI agents, expert QA engineers, and a powerful testing platform to achieve complete test coverage in months, not years.
Expert-in-the-loop = smarter automation. MuukTest’s embedded QA experts continuously train and guide AI agents, ensuring automation stays aligned with real-world usage, edge cases, and evolving product changes.
The result: faster releases, fewer bugs, and scalable confidence. With the productivity of a five-person QA team, MuukTest helps teams ship faster without compromising quality, finally bridging the gap between AI speed and human judgment.
There’s no denying that software development is rapidly changing. AI-assisted developers are coding faster than ever, product is releasing quicker and quicker, and user expectations and patience are at all time highs and lows, respectively. This leaves QA with a ballooning bottleneck and the seemingly impossible mission of passing code through quicker, with fewer bugs, and often with smaller teams.
Facing mounting backlogs and increased pressure, many engineering organizations have turned to one of three beliefs:
Belief #1: I just need to find the right AI testing tool and I’ll be fine.
Reality: AI testing tools take months to ramp, trade control for simplicity, and typically only tackle the simpler testing paths.
Belief #2: This test automation service is saying they can get me to 80% coverage. That should be fine.
Reality: This “80% coverage” typically consists only of the simpler, seldom changing, and often low impact testing paths. This 80%, on its own, is rarely sufficient.
Belief #3: We’ve been doing manual testing for years. We’ll just scale with more SDTs as we grow.
Reality: Those AI coding copilots? They’re not just coming, they’re here. Boards and C-suites are reluctant to growing any department that isn’t matching AI with AI to scale efficiently.
Each option brings plenty to get excited about and bold promises, but time and again fail to make an impactful dent in the QA backlog and production quality.
Founded by career QA engineers, MuukTest has put together the perfect blend of technology and human expertise to meet this AI-accelerated moment.
The MuukTest E-A-T method combines the powers of QA Experts-in-the-loop, our QA-trained Amikoo AI Agents, and our Playwright-based Test Automation Platform to deliver the productivity of a strategic 5-person QA team for half the cost of a single QA engineer.
The ageless 80/20 rule tells us that 80% of value typically comes from 20% of the work. Most test automation tools and services however focus on the low hanging, low impact 80% that delivers only 20% of the value. MuukTest’s expert-in-the-loop agentic testing process delivers full test coverage in weeks-to-months (rather than years), focusing first on the most consequential, rapidly changing, and high impact testing paths that materially impact speed and quality.
The outcome is true, complete test coverage with our AI-enabled automation platform handling the more stable 80% of test paths, our QA-trained Amikoo AI agents handling the more volatile 15% of test paths, and our QA experts manually author and automatically run the most complex last 5% of test cases.
We accomplish this by embedding a QA expert (or experts depending on the size of the development team and release velocity) and our trustworthy AI agents within your team to deeply understand your product, processes, and goals. Together, our QA expert and agents work within the MuukTest platform to design, execute, and maintain a strategic test plan that grows and transforms alongside your product roadmap.
We at MuukTest are big believers in Don Clifton’s Strength Finders philosophy which suggests that a person or an organization should double and triple down on their strengths, rather than trying to round out all their weaknesses. It’s why our founders and most of our QAs have dedicated their entire careers to QA. And it’s why we encourage our customers to hand over their QA to our embedded team so that they focus all their time, energy, and resources to developing and shipping great software.
The MuukTest E-A-T approach is optimally designed to grow and scale with your team so that you never have to worry about testing again. However, if at some point you do wish to bring QA back in house, you’ll have the option of managing our Amikoo AI agents and testing platform with your own team. And if you ever wish to try something new entirely, rest assured that every line of testing code is written in Playwright following the latest best practices and fully exportable at any time without reliance on proprietary libraries.
Tackling your QA backlog or production quality issues can be daunting. At MuukTest, we strive to make it straightforward, low risk, quick, and dare we say, fun? From our very first intro call, we aim to understand your product, challenges, and goals rather than focus on every one of our capabilities and features (don’t worry, we’ll be happy to demonstrate that too). We work with you to scope out your needs and timeline and offer the package of QA experts and Amikoo agents that will get you to full test coverage.
Once we both agree there’s a fit, we immediately get to work. All of our initial engagements come with a 90-day money-back opt out agreement should we not meet our agreed upon targets. Within months, you’ll realize dramatically reduced QA backlogs, higher quality product releases, and a feeling of confidence that your AI-assisted coding tools will finally be able to deliver on the promise of shorter development cycles and faster releases.
Let’s get to E-A-Ting up your bugs and backlogs today!
Frequently Asked Questions
E-A-T stands for Expert Agentic Testing, MuukTest’s proprietary approach that combines AI-driven automation, expert QA oversight, and a powerful low-code testing platform. Together, they deliver complete, continuously evolving test coverage aligned with your product’s real-world behavior.
Most AI testing tools automate only simple, low-impact test cases. MuukTest goes further: its Amikoo AI agents handle adaptive test paths, while QA experts guide, refine, validate, and manage complex edge cases for end-to-end reliability and accuracy.
MuukTest embeds QA experts and AI agents directly into your workflows, designing a strategic test plan that grows with your product. As your features evolve, tests are continuously updated, avoiding the typical decay that plagues traditional automation.
Most MuukTest customers reach 70–100% test coverage within weeks to months, compared to years with manual or in-house automation. Every engagement includes a 90-day performance guarantee to ensure measurable ROI and confidence from day one.
Yes. Every test MuukTest creates is yours to keep. Because our automation is built entirely in Playwright, your tests remain fully exportable, reusable, and maintainable by your internal team or any future QA setup. No lock-in, no proprietary code.