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Stably

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Stably is an AI-native testing platform that provides an agentic IDE for parallel coding agents to get test coverage quickly.

Stably Last verified: Partial, 2026-09-26

Overview and fit

Audience

Editorial judgment, not a vendor fact.

Compatibility

Runner operating systems
Windows macOS Linux

What it tests

Product kind
Testing platform, AI testing agent
Testing types
End-to-end, Functional, Regression, API, Visual
Targets
Web app
Use cases
Pull request validation, Regression testing, Release gating, Test maintenance, Test generation

Classification lists positively established capabilities. Absence from a list does not mean lack of support.

Creation and execution

Authoring methods
Code, Recorder, Natural language, AI-generated code, AI-generated workflow, Imported tests
Execution models
Browser DOM, Browser protocol, Computer vision, OS input
Deployment
SaaS, Self-hosted
License
Proprietary

Capabilities

AI

Capability Status Details
Uses AI Supported Supported

Test generation, Execution, Self-healing, Exploration, Failure analysis, Test data generation

AI test generation Supported Supported

Supported via `stably create` CLI command and Web Editor.

AI executes the app Supported Supported

Supported via AI Agent Execute.

AI generates code only Supported Supported

Stably generates Playwright code.

Autonomous exploration Supported Supported

Supported via `stably plan` and `stably create` commands.

Vision-based interaction Supported Supported

Supported via AI Assertions.

Selector-free execution Supported Supported

Supported via AI Locator.

Adapts to UI changes Supported Supported

Supported via AI Locator (autofix).

Self-healing Supported Supported

Supported via AI Locator and `stably fix` command.

AI failure analysis Supported Supported

Supported via `stably fix` and Test Reporter.

Developer integrations

Capability Status Details
MCP server Unknown Unknown
VS Code extension Unknown Unknown
SDK Supported Supported Official

TypeScript

  • Stably SDK Official · TypeScript · @stably/sdk Docs

PR workflow

Capability Status Details
GitHub Supported Supported

GitHub Action, Check runs, Commit statuses · Integration

CI execution Supported Supported
GitHub PR checks Supported Supported

Integration

PR-aware test selection Unknown Unknown
Autonomous PR validation Supported Supported
PR comments Unknown Unknown
Preview deployment testing Supported Supported
Merge gating Unknown Unknown
Scheduled execution Supported Supported

Creation and execution

Capability Status Details
Code authoring Supported Supported

Stably is 100% Playwright-compatible, allowing engineers to edit selectors, assertions, and retries directly in Playwright code.

Recorder Supported Supported
Natural language authoring Supported Supported
Test import Supported Supported

Existing Playwright tests can be imported.

Reusable steps Supported Supported

Implied by Playwright compatibility.

Parameterized tests Supported Supported

Implied by Playwright compatibility.

Test data generation Supported Supported

Supported via AI Extraction.

What it tests

Capability Status Details
Native desktop testing Unsupported Unsupported
Native mobile testing Unsupported Unsupported
Browser extension testing Unknown Unknown
Cross-browser testing Supported Supported
Cross-platform testing Supported Supported
Real device testing Unknown Unknown
Multi-tab testing Supported Supported
iframe testing Supported Supported
Canvas testing Supported Supported
PDF validation Unknown Unknown
File upload testing Supported Supported
File download testing Supported Supported
OAuth testing Unknown Unknown
Email testing Supported Supported
Notification testing Unknown Unknown
Video content validation Unknown Unknown

Validation

Capability Status Details
Visual regression Supported Supported
Semantic visual assertions Supported Supported
Accessibility checks Unknown Unknown
API assertions Supported Supported
Database assertions Unknown Unknown
Spelling and grammar checks Unknown Unknown
Dark and light mode testing Unknown Unknown
Performance measurement Unknown Unknown

Running

Capability Status Details
Local execution Supported Supported
Headless execution Supported Supported
Headed execution Supported Supported
Parallel execution Supported Supported
Test sharding Supported Supported
Auto-waiting Supported Supported
Automatic retries Supported Supported
Network mocking Supported Supported
Secrets injection Supported Supported
Private network access Unknown Unknown

Diagnosis

Capability Status Details
Screenshots Supported Supported
Video recording Supported Supported
Execution traces Supported Supported
Console logs Supported Supported
Network logs Supported Supported
Replay Unknown Unknown
Interactive debugging Supported Supported
Failure grouping Unknown Unknown

Enterprise

Capability Status Details
SSO (SAML) Supported Supported
SSO (OIDC) Unknown Unknown
SCIM Unknown Unknown
RBAC Unknown Unknown
Audit logs Unknown Unknown
Secrets management Supported Supported
Configurable retention Unknown Unknown
Private runners Unknown Unknown
On-premises deployment Supported Supported
Data residency Unknown Unknown
Training opt-out Unknown Unknown

Integrations

Capability Status Details
GitHub (Scm) Supported Supported

Plugin

Integrates with GitHub Actions.

No source recorded

Maintenance, reliability, and debugging

Setup difficulty
Low
Maintenance approaches
Reusable components, Resilient locators, Self-healing, Ai regeneration
Maximum concurrency
100
Debug artifacts
Screenshot, Video, Trace, Console log, Network log
Reliability mechanisms
Auto wait, Retry
Interfaces
CLI, Web UI, API, SDK

Pricing

Free

Models: Free, Subscription, Usage-based, Per parallel session, Custom, MixedFree tier: AvailableTrial: Unknown

Not yet verified · Official pricing page

Security and deployment

Certifications
None recorded
Data regions
Unknown
Data retention
Unknown
Customer data used for training
Unknown

Support

Channels
Docs, Chat, Email, Dedicated engineer
Support SLA
Available

Sources and verification

  1. 1Stably · Official website · Stably · retrieved 2026-09-26

    Supports 16 claims · Vendor documented, high confidence · verified 2026-09-26

    • AI generates code only
    • Audience
    • Authoring method
    • Code authoring
    • Languages
    • Natural language authoring
    • Product status
    • Recorder
    • Runner OS
    • Summary
    • Targets
    • Testing types
    • Tool
    • Use cases
    • Uses AI
    • Vendor

    Stably generates Playwright code.

    heading 6: One shared testing system for QA, PM, and Engineering

    heading 7: Natural language or recording | heading 1: Create Tests (stably create) | list item: Import Existing Tests

    Stably is 100% Playwright-compatible, allowing engineers to edit selectors, assertions, and retries directly in Playwright code.

    chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves. | chars 2404-2414: Stably is 100% 🎭 Playwright-compatible: keep your playwright.config.*, fixtures, locators, and CLI habits while layering in AI assertions, actions, and self-healing.

    heading 1: Stably

    chars 697-720: macOS · Windows · Linux

    heading 3: Get 80%80% test coveragein minutes, not months

    heading 2: The agentic IDEfor parallel coding agents.

    list item: AI Assertions: Use natural language to verify visual and functional states | list item: Network: Request interception, mocking, and API testing | chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves.

    heading 4: From first draft to dependable release checks | chars 3998-4091: Stably proposes updates for test drift and flags likely real product bugs for engineer review. | heading 1: Stably GitHub Action

  2. 2Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 41 claims · Vendor documented, high confidence · verified 2026-09-26

    • API assertions
    • Auto-waiting
    • Automatic retries
    • Browser engines
    • Browser extension testing
    • Browsers
    • Canvas testing
    • Console logs
    • Cross-browser testing
    • Cross-platform testing
    • Dark and light mode testing
    • Database assertions
    • Debug artifacts
    • Device modes
    • Email testing
    • Execution model
    • Execution traces
    • Failure grouping
    • File download testing
    • File upload testing
    • iframe testing
    • Multi-tab testing
    • Native desktop testing
    • Native mobile testing
    • Network logs
    • Network mocking
    • Notification testing
    • OAuth testing
    • Parameterized tests
    • PDF validation
    • Performance measurement
    • Real device testing
    • Replay
    • Reusable steps
    • Screenshots
    • Spelling and grammar checks
    • Target OS
    • Testing types
    • Uses AI
    • Video content validation
    • Video recording

    heading 1: Documentation Index

    chars 2287-2350: The Stably Web Editor supports most capabilities that Playwright provides, with a few limitations.

    list item: Selectors: CSS selectors, text selectors, XPath, and more Actions: Click, fill, hover, drag-and-drop, keyboard input, and other interactions Assertions: Visibility checks, text content, element states, and more Navigation: Page navigation, URL handling, and browser history Network: Request inter | heading 1: AI Assertions

    Implied by Playwright compatibility.

    list item: AI Assertions: Use natural language to verify visual and functional states | list item: Network: Request interception, mocking, and API testing | chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves.

  3. 3Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 9 claims · Vendor documented, high confidence · verified 2026-09-26

    • Deployment
    • Interfaces
    • Maintenance approach
    • MCP server
    • Product kind
    • Reliability mechanisms
    • SDK
    • Setup difficulty
    • VS Code extension

    link 17: Stably Cloud Runner | link 15: Stably CLI

    heading 1: Documentation Index

  4. 4Pricing - AI-powered QA Automation | Start Free - Stably · Official pricing · Stably · retrieved 2026-09-26

    Supports 22 claims · Vendor documented, high confidence · verified 2026-09-26

    • Audit logs
    • Certifications
    • Company size
    • Configurable retention
    • Customer data used for training
    • Data regions
    • Data residency
    • Free tier
    • License
    • License identifiers
    • Max concurrency
    • Pricing
    • Pricing models
    • Private runners
    • RBAC
    • SCIM
    • SSO (OIDC)
    • SSO (SAML)
    • Support channels
    • Support SLA
    • Training opt-out
    • Trial

    heading 1: Flexible pricing

    section: Hobby: Hobby Try AI testing with no commitment. Perfect for side projects. | section: Team: Team For small teams ready to ship with confidence. | section: Growth: Growth Most popular For growing teams with demanding test suites. | section: Enterprise: Enterprise Volume discounts for teams spending over $1k/month.

  5. 5Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 11 claims · Vendor documented, high confidence · verified 2026-09-26

    • Autonomous PR validation
    • CI execution
    • GitHub
    • GitHub PR checks
    • Integrations
    • Merge gating
    • PR comments
    • PR-aware test selection
    • Preview deployment testing
    • Scheduled execution
    • Use cases

    heading 1: Stably GitHub Action

    heading 4: From first draft to dependable release checks | chars 3998-4091: Stably proposes updates for test drift and flags likely real product bugs for engineer review. | heading 1: Stably GitHub Action

  6. 6Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 4 claims · Vendor documented, high confidence · verified 2026-09-26

    • Code authoring
    • Languages
    • SDK
    • Uses AI

    Stably is 100% Playwright-compatible, allowing engineers to edit selectors, assertions, and retries directly in Playwright code.

    chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves. | chars 2404-2414: Stably is 100% 🎭 Playwright-compatible: keep your playwright.config.*, fixtures, locators, and CLI habits while layering in AI assertions, actions, and self-healing.

  7. 7Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 5 claims · Vendor documented, high confidence · verified 2026-09-26

    • Accessibility checks
    • Execution model
    • Semantic visual assertions
    • Vision-based interaction
    • Visual regression

    list item: Selectors: CSS selectors, text selectors, XPath, and more Actions: Click, fill, hover, drag-and-drop, keyboard input, and other interactions Assertions: Visibility checks, text content, element states, and more Navigation: Page navigation, URL handling, and browser history Network: Request inter | heading 1: AI Assertions

    Supported via AI Assertions.

  8. 8Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 3 claims · Vendor documented, high confidence · verified 2026-09-26

    • AI test generation
    • Authoring method
    • Autonomous exploration

    Supported via `stably create` CLI command and Web Editor.

    heading 7: Natural language or recording | heading 1: Create Tests (stably create) | list item: Import Existing Tests

    Supported via `stably plan` and `stably create` commands.

  9. 9Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 6 claims · Vendor documented, high confidence · verified 2026-09-26

    • AI test generation
    • Authoring method
    • Interactive debugging
    • Natural language authoring
    • Recorder
    • Test import

    Supported via `stably create` CLI command and Web Editor.

    heading 7: Natural language or recording | heading 1: Create Tests (stably create) | list item: Import Existing Tests

    Existing Playwright tests can be imported.

  10. 10Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • Test data generation

    Supported via AI Extraction.

  11. 11Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • AI executes the app

    Supported via AI Agent Execute.

  12. 12Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • Autonomous exploration

    Supported via `stably plan` and `stably create` commands.

  13. 13Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 3 claims · verified 2026-09-26

    • Adapts to UI changes
    • Selector-free execution
    • Self-healing

    Supported via AI Locator (autofix).

    Supported via AI Locator.

    Supported via AI Locator and `stably fix` command.

  14. 14Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 2 claims · verified 2026-09-26

    • AI failure analysis
    • Self-healing

    Supported via `stably fix` and Test Reporter.

    Supported via AI Locator and `stably fix` command.

  15. 15Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • AI failure analysis

    Supported via `stably fix` and Test Reporter.

  16. 16Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26

    Supports 9 claims · verified 2026-09-26

    • Headed execution
    • Headless execution
    • Local execution
    • On-premises deployment
    • Parallel execution
    • Private network access
    • Secrets injection
    • Secrets management
    • Test sharding

Hands-on tested: no (documentation research only) · Content updated 2026-09-26