Amikoo is live 🚀 — See the official launch announcement

Uncover gaps and boost test coverage in minutes with the Amikoo QA Agent Toolkit

6-8x more token efficient and 2-3x more reliable test generation than Opus-4.6 and Codex-5.4

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In AI-driven software testing, context is king. Amikoo QA agents learn the ins and outs of your software and users in minutes, identify and fill test coverage gaps in hours, and repair or rebuild antiquated Playwright tests within seconds of code changes. A single QA manager, SDET, or developer with the support of Amikoo can now confidently handle the demands of a 20+ person development team. Working 24/7, Amikoo helps maintain your release health and provides a real-time picture of your product’s quality, enabling QAs and developers to focus on the more strategic initiatives.

As AI-accelerated developers continue to code and release faster and faster, Amikoo is built to keep QA ahead of the curve.

Introducing Amikoo

The First QA Agent Team that Understands Your
Software and Users

Getting 6-8x more speed & value out of Claude & Codex-driven testing stacks

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In AI-driven software testing, context is king. Amikoo QA agents learn the ins and outs of your software and users in minutes, identify and fill test coverage gaps in hours, and repair or rebuild antiquated Playwright tests within seconds of code changes. A single QA manager, SDET, or developer with the support of Amikoo can now confidently handle the demands of a 20+ person development team. Working 24/7, Amikoo helps maintain your release health and provides a real-time picture of your product’s quality, enabling QAs and developers to focus on the more strategic initiatives.

As AI-accelerated developers continue to code and release faster and faster, Amikoo is built to keep QA ahead of the curve.

Mulitply your QA capacity & speed overnight 

Assess
Repair
Create
Monitor

Assess test coverage and fill critical gaps in seconds

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Identify broken tests and repair or rebuild instantly

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Write executable tests that match actual user behavior

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Continuously monitor quality and uncover actionable insights

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“In the past it took us months to accomplish what Amikoo does for our QA efforts every single day.”

- CTO, CRM Company

How Amikoo super-powers Claude & Codex

On average, Amikoo performs QA tasks 6-8x faster and more token-efficient than Claude or Codex. Below is a side-by-side comparison of Amikoo, Codex-GPT-5.4, and Claude Opus 4.6 all performing the same task: "Add a test that tries to buy a product with a date in the past"

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Codex Demo 6x (1)
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Context is everything for AI agents. Tools like Claude and Codex are incredibly powerful, but without the right direction they can actually do more harm than good.

LLM Only

High-level analysis only based on public knowledge and maybe a surface-level GitHub repo review.

Provides generic suggestions based on an average software stack and use cases.

Claude excels in this area at a limited scale, though without context, these tests often fail to match the style and architecture of your team and break at large scale (100+ tests).

Teams must set up their own infrastructure, often leading to hours or days-long linear test runs & unpredictable scaling costs.

Once a repair is manually identified, Claude can be prompted to write and deploy a new test,  but ensuring consistency with your team’s style, architecture, and scalability remains complex. 

Most often, teams are alerted to test performance only once a bug or failure reaches their user base.

 

When prompted, LLMs will provide general QA insights broadly applicable to most software products.

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Assess Test Coverage

 

Suggest Critical Tests

 

Write Test Code

 

 

Execute Tests

 

Repair/Rebuild Tests

 

Review Test Performance

 

Advanced QA Insights

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Amikoo 

Complete coverage analysis through agent product exploration and context from GitHub, Playwright, Pendo, Jira, and more.

Provides highly specific suggestions to cover your most proven critical user flows and regression vulnerabilities.

 

Equipped with skills crafted over 7 years of QA delivery, Amikoo’s tests maintain Playwright best practices and match your unique style and architecture.

The Amikoo parallel test infrastructure allows hundreds of tests to run in minutes, thousands in a single day.

Tests are constantly monitored and repaired or rebuilt as code changes, features are added, or user journeys evolve.  

Teams maintain real-time access to test suite performance, and past performance is used as context for future test design.

Software-specific insights allow engineering teams to rethink user journeys, spark new feature ideas, and build in new redundancies to ensure lasting quality. 

How Amikoo Works

Describe your 
testing need…

…Amikoo calls
the right QA agents…

Explorer Agent
 
Explores Product, GitHub, Architecture
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Reviews Playwright Test Code & History
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Detective Agent
Pulls in User Context
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Automate Agent

Creates & Pushes Executable Test Code 

 

…agents deliver critical Playwright tests

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Describe your 
testing need in NLP…

…Amikoo calls   
the right QA agents…

Explorer Agent
 
Explores Product, GitHub, Architecture
                                                  Untitled design (58)

Amikoo_architec

Reviews Playwright Test Code & History
                      Untitled design (58)
Detective Agent
Pulls in User Context
pendo logojira logocircle ci logo                                                       Untitled design (58)

Automate Agent

Creates & Pushes Executable Test Code 

 

…agents deliver critical Playwright tests

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Setup takes Minutes

Simply connect a GitHub repo, give Amikoo user-level credentials to your application, and give it a QA task. Then you can push executable test code live, repair broken tests in seconds, and monitor test coverage and test results in real-time.

  • 1. Connect your applications

     

     

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  • 2. Grant Amikoo user access

     

     

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  • 3. Prompt Amikoo with a QA task

     

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  • 4. Push executable test code live

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  • 5. Monitor coverage and software health

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“This is the first time I can actually, confidently measure our test coverage across each of our eight products.”

- Mid-Market QA Director

Problems

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Launch Faster

Accelerate releases with AI-powered regression testing that keeps up with modern development speed.

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90%+ Coverage

Determine your coverage gaps and fill them rapidly with the Amikoo Repair and Exploratory Test agents.

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Zero Maintenance

Our AI agents and experts handle all ongoing test maintenance, keeping your suite clean, stable, and up-to-date. No more flaky scripts.

How else is Amikoo different from the dozens of testing tools you get emails for each week? 

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Not Another Platform

Amikoo integrates within your existing tools and existing Playwright (or other) test automation, no need to reinvent the wheel.

 LLM Token Efficient  

By incorporating and caching the right content and metadata, Amikoo performs tasks up to 50% more efficiently than leading QA agents.

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 LLM Token Efficient  

By incorporating and caching the right content and metadata, Amikoo performs tasks up to 50% more efficiently than leading QA agents.

Tests (4)

We Live, Eat, and Breath QA 

Amikoo is built on 7+ years of hands-on QA delivery through MuukTest, spanning complex test automation design and implementation across real-world systems. We have seen it all, and prepared Amikoo for even the edgiest of edge cases.

Built to Augment

Instead of replacing engineers, Amikoo augments their expertise by working alongside your team’s understanding of your system, business, and users to deliver smarter, more relevant testing.

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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 you 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 create, maintain, and expand test coverage at scale while reducing the manual work required to fix outdated tests and manage QA performance. By combining 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 best testing decisions.

FAQS

Everything you need to know to get started.

How is Amikoo different from Claude Code or other AI coding tools?
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Tools like Claude or generic AI coding assistants can generate test code, but they lack the product context needed to maintain quality over time. Amikoo uses purpose-built QA agents that understand your application, user behavior, and testing history, allowing it to continuously create, repair, and evolve tests, not just generate them once. Furthermore, without context natively built in, Claude-only implementations are much less token efficient when users stuff prompt windows with their own superfluous context files. 

Does Amikoo replace unit testing or work alongside it?
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Amikoo complements unit testing. While unit tests validate individual components, Amikoo focuses on end-to-end quality by testing real user flows, identifying coverage gaps, and ensuring your application works as expected across environments. Together, they provide complete confidence in your releases. 

How does Amikoo improve testing efficiency?
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Amikoo dramatically reduces the time spent on manual test creation and maintenance. Its QA agents can generate tests based on real user behavior, repair broken Playwright tests, and continuously expand coverage. This allows teams to scale QA efforts without increasing headcount or slowing development. 

How does Amikoo's repair agent compare to Playwright’s native test healer tools?
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In benchmark testing, Amikoo's Repair Agent significantly outperforms Playwright’s native Healer Agent. Across the same broken test suite, Amikoo delivered:

  • 2× higher repair success rate (70% vs 34%)
  • 5× faster execution time (5 minutes vs 25 minutes per repair cycle)
  • 28% lower token usage
  • Fewer iterations per test (4 vs 7)

Unlike native tools that rely solely on LLM reasoning, Amikoo captures runtime context (DOM state, screenshots, and execution history) to apply more deterministic and reliable fixes—reducing flakiness and manual intervention.

How does Amikoo scale with growing teams and test suites?
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Amikoo is built to scale with your development velocity. Whether you're a small team or managing complex environments, its token-based model and agent-driven automation allow you to increase test coverage, handle more frequent releases, and maintain quality without bottlenecks.