miska.ai

Closed beta

QA testing Security audits UX reviews Accessibility checks on autopilot

AI agents that interact with your review apps through a real browser — clicking, typing, navigating, and breaking things — then post structured reports directly to your pull request.

See how it works
miska.ai — PR #42 Test Run

# miska.ai detected deployment for PR #42

✓ Functional agent — 12 tests passed, 1 issue found

✓ Accessibility agent — WCAG 2.1 AA compliant

⚠ Destructive agent — XSS vulnerability in search input

✓ User persona: "New customer" — checkout flow smooth

▸ Report posted to PR #42

Everything you need

Real browser testing, powered by AI

Every test run spins up parallel agents that interact with your app just like real users — no scripts to write, no selectors to maintain.

Functional Testing

Agents navigate your app, fill forms, click buttons, and verify that everything works as expected. Finds regressions before your users do.

User Personas

Define personas in your config — "impatient shopper", "first-time user", "power admin". Each explores your app from their unique perspective.

Security Probing

Destructive agents try XSS, injection, and other attacks on every input. Catch vulnerabilities in your review app, not in production.

Accessibility Audits

Automated WCAG 2.1 compliance checks. Agents verify screen reader compatibility, keyboard navigation, and contrast ratios.

PR Reports

Structured reports posted directly to your pull request — issues, severity ratings, screenshots, and actionable recommendations.

Zero Config

Install the GitHub App and go. No test scripts, no selectors, no maintenance. Optionally fine-tune behavior with a simple YAML config.

Simple setup

Up and running in minutes

1

Install the GitHub App

Connect your repositories with a single click. No code changes required.

2

Push a PR

miska.ai automatically detects review app deployments from Vercel, Railway, Render, Heroku, and more.

3

Agents explore your app

Parallel AI agents spin up real browser sessions and interact with your preview deployment.

4

Review the report

A structured report with issues, screenshots, and recommendations is posted to your PR.

Optional config

Fine-tune with YAML

Works out of the box with zero configuration. When you want more control, drop a .miska.yml in your repo root.

  • Define custom user personas
  • Choose which agents to run
  • Set focus areas and ignore patterns
  • Configure severity thresholds
.miska.yml

agents:

- functional

- destructive

- accessibility

personas:

- name: "Impatient shopper"

goal: "Buy something quickly"

- name: "Admin user"

goal: "Manage all settings"

Stop shipping bugs to production

Every PR gets tested by AI agents before it merges. Set up in under 5 minutes.

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