MuukTest Announces Amikoo: The First QA Agent Team that Learns and Adapts to Clients' Unique Software

April 14 | The MuukTest Team
Launch signals the death of no-code test automation, giving QA teams up to 8x more capacity
overnight to "fight fire with fire" alongside AI-accelerated developer teams.

RALEIGH, NC, Apr. 14, 2026 — MuukTest (www.muuktest.com), a six-year AI industry
powerhouse in software quality assurance, today announced a major strategic evolution with the
launch of Amikoo, a new software testing agent toolkit that incorporates critical context across
applications to uncover and fill test coverage gaps in real-time. Acknowledging that traditional
no-code and low-code test automation is effectively dead in the age of tools like Claude and
Codex, MuukTest has designed Amikoo to be the perfect missing piece for AI-driven
development teams and QA teams seeking to tap the potential of LLMs.

As AI-accelerated development teams push code faster than ever, QA has increasingly become the bottleneck.

Amikoo is built to give QA a fighting chance, empowering them to "fight fire with
fire" alongside rapid development cycles. Moving away from rigid, vendor-locked testing
platforms, Amikoo makes automated testing with LLMs more efficient and precise. It helps
teams uncover, expand, and maintain test coverage at scale while reducing the manual work
required to fix outdated tests and manage QA performance. By exploring a client’s product and
combining this learned knowledge with contextual data through MCP, Amikoo brings critical
information from tools like GitHub, Pendo, Jira, and CircleCI into the testing workflow so agents
can make the right testing decisions.

"We learned pretty quickly that traditional no-code test automation cannot keep up, and off the
shelf agents are too generic to test meaningfully," said Iván Barajas Vargas, co-founder and
CEO of MuukTest. "Amikoo means 'friend' in Mayan, reflecting our vision for an agent team that
serves as a trusted, knowledgeable partner for QA functions everywhere. What we are creating
now is a toolkit that learns and adapts. We are releasing Amikoo to serve as the ideal
complement for software developers in test (SDETs) leveraging LLMs and Playwright."

Key Innovations and Announcements:

  • Amikoo No-Script Exploratory Agent: This agent leverages MuukTest’s core technologies to explore a product and map all potential user flows, enabling the QA team to rapidly uncover and fill coverage gaps, high-risk user flows, and unintended actions.

  •  

    Amikoo Test Repair Agent: Monitors code changes and identifies broken tests. It keeps a human in the loop to verify if a software change was intentional, and repairs orrebuilds tests to match new intended functionality.

  •  

    Amikoo Intelligence Engine: Moving beyond basic generative AI and copilots, Amikoo leverages MCP to enable its AI agents to pull precise context from across a team's data sources, such as GitHub, CI/CDs, JIRA, Pendo and more. This ensures agents are fed the correct, real-time information to decide what to do, preventing the assumptions and hallucinations common in earlier AI iterations.

  •  

    Escaping the "Platform" Trap: MuukTest will never ask customers to be beholden to a single testing platform. Amikoo is a flexible suite designed to work harmoniously within auser's existing Playwright, Claude, Cursor, and VS Code stack.

  •  

    Addressing the "Maintenance Tax": By treating test suites as "living entities," Amikoo eliminates the "boring tasks" of test maintenance, enabling agents to monitor test suites 24/7 and repair or rewrite broken or outdated tests.

 

 

Limited Free Launch-Tier Offer:

To celebrate Amikoo’s launch, MuukTest is offering 20 free subscriptions to their Launch Tier
package for the first year. For those not lucky enough to claim one of these initial seats, Amikoo
will have a free entry-level tier to try the agent toolkit.


"Our goal for 2026 is to provide the 'thoughtful testing' tools that let humans stay in control of the
strategy while AI handles the most time intensive tasks," added Vargas.


For more information on Amikoo, or to talk with the team to claim one of the 20 free Launch
subscriptions, visit amikoo.ai/ or sign up for their live virtual walkthrough this Thursday 4/16.

What’s Next?

“Our focus on how SDETs actually use AI today allowed us to design Amikoo to tackle the
industry's most pressing QA hurdles,” said Renan Ugalde, co-founder and CTO at MuukTest.

“Following this launch, we’re aggressively executing our spring roadmap. By integrating new
and deeper context sources Amikoo will continue to grow its ability to identify critical coverage
gaps and automate the highest priority testing necessary for seamless, high-velocity
development.”

About MuukTest

Founded in 2019 as a tech-enabled QA service, MuukTest now provides an agentic AI-assisted
toolkit that helps teams prioritize, create, automate, and maintain end-to-end tests. By
combining cutting-edge AI with a human-in-the-loop model, MuukTest helps engineering teams
achieve instantaneous, trustable feedback on software quality without the need for massive
automation teams.

MEDIA CONTACT:
Khaner Walker
khanerw@arcsenseconsulting.com

Read our next article

Amikoo Getting Started Guide
Get Started With Amikoo: First Interaction
00:00: This tutorial helps you get started with Amikoo by walking you through your first interaction. 00:03: interaction. 00:04: Before beginning, you will need to complete the onboarding to get the most out of 00:08: Amikoo's features. 00:11: After completing onboarding, you're ready for your first interaction with Amikoo. 00:15: The chat interface displays suggested questions to help you get started 00:18: — if you're not sure where to begin, simply click on one. 00:22: Click a suggested question to explore what to focus on first in Amikoo. 00:27: For our first interaction we will ask Amikoo: "Can 00:29: you help me create tests for my application?" 00:38: Amikoo will return feedback on your application's testing setup and what's available 00:42: to work with. 00:44: Amikoo presents multiple testing scenarios tailored to your application. 00:53: Select which areas of your application you'd like to write Playwright tests for. 00:58: Begin with your application's most critical user flows to prioritize the most 01:01: important tests first. 01:05: Amikoo generates three tests ready to execute and add to your test repository for 01:10: ongoing use. 01:16: This is just one of many things you can do with Amikoo — and it's only the start of 01:20: what's possible from your very first interaction. 01:23: If you don't have a test repository connected yet, your tests won't be committed at 01:27: this stage 01:28: — that's okay. 01:29: Once a test repository is connected, you'll be able to commit your tests and open 01:33: pull requests directly from Amikoo. 01:36: This tutorial walked you through your first interaction with Amikoo, from requesting test 01:40: creation to reviewing feedback and exploring testing scenarios. 01:44: You're now ready to manage and execute tests using Amikoo's features.
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Amikoo Home Overview
Amikoo Home Overview
00:00: This tutorial introduces you to the Amikoo homepage and its key features. 00:04: You'll learn how to navigate and interact with Amikoo to monitor and manage your test 00:08: executions effectively. 00:11: The homepage opens with the AmikooChat interface. You can ask Amikoo anything — for example, 00:15: typing "What 00:16: can you do?" 00:18: will switch to chat mode and return a summary of Amikoo's capabilities. 00:26: Amikoo can help with a range of tasks including understanding test coverage, 00:30: analyzing execution results, writing tests, managing your test repository, and 00:35: learning about your application. 00:37: It can work with your Amikoo QA execution history, connected GitHub repositories, 00:41: and any product knowledge files 00:43: you've provided. 00:44: If you have something specific in mind, type it directly into the prompt field to get 00:48: started right away. 00:57: Below the chat, you'll find your key test metrics. 00:59: The health score is calculated based on your pass rate and test stability. 01:04: The pass rate shows how many of your tests are currently passing, and the stability 01:08: score indicates how consistent and reliable your tests are over time. 01:12: The Recent Activity section shows your latest test runs. In this example, two tests 01:17: have been consistently failing — with failures recorded eight hours ago and again 01:21: three hours ago. 01:23: The Action Required section highlights issues that are impacting your test 01:26: reliability. 01:27: Issues are flagged as either failed or flaky. In this example, only failed tests are 01:32: present, 01:33: so no flaky tests appear. 01:35: The iterations view shows the same failing tests across different test runs. 01:40: Each run includes a video recording — if the failure had a different cause, the 01:44: video would reflect that difference. 01:49: Click through to access the video and get a more detailed breakdown of any test run 01:53: or issue. 01:55: The Today's Journey section displays your most recent test executions in sequence. 02:00: You can view up to 20 executions and scroll horizontally to browse them. 02:04: At the end of the list we have a button that takes us to the test view. 02:08: At the bottom of the homepage, suggested questions 02:10: give you quick starting points for interacting with Amikoo. 02:14: You can select one of these or type your own question directly. 02:17: This tutorial provided a comprehensive overview of the Amikoo homepage, including 02:21: the chat interface, test metrics, recent failures, action required issues, and today's 02:27: execution journey. 02:28: You can now confidently navigate the homepage and use Amikoo's features to stay on top 02:33: of your testing.
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