# All New Improvements Beta

## April 2026

### Script-Based Rerun

Re-run any completed task on the same device without calling the LLM. Mahoraga records the execution trajectory and replays it as a self-healing script — adapting to minor UI shifts between builds. Reruns complete in ~1/3 of the original time with zero LLM overhead.

[Read more](/content/blog/quash-rerun-memory-driven-mobile-test-automation/index.html)

## March 2026

### Full Web App Testing

Mahoraga comes to the browser. Describe a web flow in plain English and run it the same way you run mobile tests — same reports, same suites, one project for both.

[Read more](/content/blog/web-based-mobile-testing-platform/index.html)

### iOS Device Testing

Mahoraga now runs on iOS simulators. Upload an IPA, write the same plain English instructions, and execute on iOS — same reports, same suites, same workspace.

[Read more](/content/blog/ios-mobile-testing-ai-automation/index.html)

### Windows Desktop App

Quash runs natively on Windows 10/11 with full feature parity. Connect devices, run tests locally, and share the same workspace across Mac and Windows.

[Read more](/content/blog/windows-app-mobile-testing-quash/index.html)

## February 2026

### Megumi — AI Test Generation Agent

Introducing Megumi, Quash's dedicated test generation agent inside the new Test Studio. Give it context — a PRD, a Figma file, a GitHub repo, or a plain English prompt — and Megumi generates structured test cases with instructions, expected results, and priority levels.
- PRD upload — attach a spec and Megumi extracts flows, acceptance criteria, and edge cases
- Figma integration — Megumi reads component names, states, and annotations from your designs
- GitHub integration — Megumi generates targeted tests per pull request using real endpoints and field names
Works conversationally, remembers the full session, and gets smarter about your app over time through Guidance.

[Read more](/content/blog/ai-test-case-generation-prd-figma-code/index.html)

### Network Throttling

Simulate 4G, 3G, 2G, or offline conditions on cloud device runs.

## January 2026

### Web Playground

Try Quash at quashbugs.com/playground — no account, no download. Type a prompt, watch Mahoraga execute on a real app, and see the report.

[Read more](/content/blog/mobile-testing-web-playground-quash/index.html)

## December 2025

### Self-Hosting (Enterprise)

Deploy Quash's execution layer inside your own AWS, GCP, or Azure environment. Test data and recordings never leave your infrastructure.

### General Availability

Quash is now generally available. Free tier at 100 runs/month, Pro with unlimited usage billing, Enterprise with SLAs and dedicated infrastructure.

[Read more](/content/blog/journey-to-general-availability-quash/index.html)

### MCP Integration

AI agents can now trigger test runs, poll results, and retrieve reports via Quash's MCP server. Fully autonomous QA pipelines — no human in the loop.

## November 2025

### PDF Export for Reports

Export any execution report as a formatted PDF with optional password protection.

### API Key Management & Audit Logs

Scoped API keys per integration. Full audit log of every trigger and config change.

### Claude Opus 4.5

New model option in Settings → AI. Stronger reasoning for complex apps with deep navigation and conditional flows.

## October 2025

### Backend Validations

Verify API state during test execution. Define a validation once, reference it with @slug, and Mahoraga fires it inline — catching backend failures the UI won't show.

[Read more](/content/blog/backend-validation-mobile-testing/index.html)

### Test Analytics Dashboard

Pass/fail trends, flakiness scores, coverage by tag, and slowest tests in one view.

### Slack Notifications

Get notified in Slack when a suite run fails — with a direct link to the report.

### Test Suites

Group test cases and run them together — sequential or parallel. Schedule runs and get one unified report.

## September 2025

### Flakiness Detection & Retry

Mahoraga retries transient failures up to 3 times before marking a test as failed. Flakiness score now tracked per test.

### Parallel Execution — Up to 20 Devices

Run up to 20 tests simultaneously. Results aggregate into one report with per-device breakdown.

### Scriptless Test Execution

Write a test in plain English and Mahoraga executes it on a real device. No scripts, no selectors, no framework. Every run produces an AI-written summary, step screenshots, and a session recording.

[Read more](/content/blog/from-scripts-to-intent-what-changed-in-mahoraga-v2/index.html)

## August 2025

### Claude Sonnet 4 & Opus 4

Two new Anthropic models available. Sonnet 4 for speed, Opus 4 for deeper reasoning on complex flows.

### Mahoraga Execution Engine + Mac App

Mahoraga is Quash's on-device agent. Auto-installs on Android devices, detects UI elements via accessibility APIs, executes test steps, captures screenshots, and records the full session. Ships with the native macOS app.

[Read more](/content/blog/mahoraga-mac-app-mobile-testing/index.html)

### Execution Reports

AI-written summary, flagged observations, step-by-step screenshots, and device recording. Shareable via public link.

### Workspace, Test Cases & Apps

Shared workspace with apps, builds, credentials, test data, a test cases library, ad-hoc tasks, and role-based access.

### CI/CD Integration

Trigger suite runs from GitHub Actions, CircleCI, Vercel, or Jenkins. Pass/fail gating and status badges.

### Multiple LLM Support

Choose the model powering test generation like GPT-4o, Claude Sonnet, Gemini Pro.

### Test Case Generator — Early Access

Describe a user flow in plain language and get a structured, editable test case. No setup, no repo, no design files needed.

### Self-Healing Execution

When UI elements shift between builds, Mahoraga locates the correct element and continues. Healing events logged in the report.

### Android Testing — Intent-Driven Engine

The foundation of Quash. Describe a flow in plain English and Mahoraga handles every interaction autonomously. No selectors, no scripts, no framework. Upload an APK, connect a device, and run.

[Read more](/content/blog/android-mobile-testing-ai-automation?utm_source=chatgpt.com)
