AI Agentic Testing for Rails

An autonomous Rails testing agent that understands your app (Active Record, Controllers, Jobs, Mailers, Turbo/Hotwire), generates RSpec/Minitest plans, executes in cloud sandboxes, classifies failures, heals flaky specs, and sends precise fixes back to your coding agent via MCP.

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Seamlessly Integrates With Your Favorite AI-Powered Editors

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The first fully autonomous Rails testing agent in your IDE—ideal for AI-assisted Rails development.

DashCheck

Save What You Broke

TestSprite transforms brittle Rails code and failing specs into release-ready software. It autogenerates and repairs RSpec/Minitest suites, stabilizes Capybara system tests (Turbo, Stimulus, ActionCable), fixes flaky selectors and timing, aligns API contracts, and validates DB migrations and seeds. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

DocHappy

Understand What You Want

TestSprite deeply understands Rails intent by parsing PRDs and inferring behavior from routes.rb, schema.rb, models, validations, controllers, serializers, policies (Pundit/CanCanCan), and background jobs. It normalizes this into a structured internal PRD so tests reflect your business rules—not just current code paths.

Shield

Validate What You Have

It generates runnable tests across Rails layers: request/feature/system specs for user journeys, API contract checks (JSON:API/OpenAPI), job/mail delivery, and data integrity (Active Record validations, callbacks, uniqueness). Tests run in isolated cloud sandboxes with Postgres, Redis, and headless browsers; fixtures or factory_bot; parallelization for speed.

Bulb

Suggest What You Need

TestSprite delivers precise, structured feedback back to your IDE and coding agent via MCP: failing spec diffs, controller/serializer corrections, missing indexes and validations, idempotent job patterns, and pagination/filtering fixes. It proposes safe patches and self-repairs fragile tests—without masking real bugs.

LOW TC001_UsersController_SignIn_Success_RSpec Failed
HIGH TC002_UsersController_SignIn_Failure_Invalid_Credentials Pass
MEDIUM TC003_HotelsController_Search_Returns_Matching_Results Warning
HIGH TC004_FlightsAPI_Index_JSON_Schema_Valid Pass
MEDIUM TC005_UserRegistration_Email_Validation_ModelSpec Pass

Deliver Reliable Rails Features

Boost AI-generated Rails code from partial to production-ready by automatically validating controllers, models, jobs, mailers, and UI flows—then shipping fixes via MCP. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

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Deliver Reliable Rails Features

Boost What You Deploy

Scheduled Monitoring

Automatically re-run Rails test plans on schedules to catch regressions early—controllers, system specs (Capybara), background jobs, mailers, and webhooks—before they reach production.

Hourly
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Weekly
Monthly
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Select date(s) Calendar
Select date(s) Calendar
Select a time Clock

Smart Test Group Management

Group and manage high-value Rails specs—auth flows, transactions, webhooks—for focused re-runs and rapid triage.

48/48 Pass
2025-08-20T08:02:21

Authentication & Authorization (Devise + Pundit)

24/32 Pass
2025-07-01T12:20:02

BookingsController & Checkout Flows

2/12 Pass
2025-04-16T12:34:56

Training Program Management (Jobs, Mailers, Webhooks)

Free Community Version

Get started testing Rails for free: foundational models, core features, and community support with monthly refreshed credits—ideal for individuals and small teams.

Free
Free community version
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End-to-End Coverage

Comprehensive testing across your Rails stack—frontend system tests, APIs, and data—for seamless, production-grade evaluation.

API

API Testing

Rails controllers/GraphQL schema validation, auth, and error handling

Browser

UI Testing

Capybara system tests for Turbo/Hotwire and responsive flows

Data

Data Testing

Active Record validations, callbacks, and migrations integrity

Trusted By Businesses Worldwide

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Good job! Pretty cool MCP from TestSprite team—AI coding + AI testing even for Rails apps helps you build better software easily!

Trae Team
Trae Team
ByteDance - Trae AI
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TestSprite offers rich test case generation, clear structure, and easy-to-read code. For Rails projects, its RSpec coverage and quick expansion via generated cases made online debugging simple.

Bo L.
Bo L.
QA Engineer - Luckin Coffee
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TestSprite's automation helps us reduce tons of manual work. Our Rails developers catch and resolve bugs earlier in the development process.

Jakub K.
Jakub K.
Founder - Parcel AI

FAQ

Expand What is AI agentic testing for Rails?

AI agentic testing for Rails is a development approach where an autonomous testing agent understands your Ruby on Rails application, generates and executes comprehensive test suites, analyzes failures, and proposes (or applies) fixes—closing the loop between code generation and verification. In practice, the agent inspects routes.rb, schema.rb, models, validations, controllers, serializers, background jobs, mailers, Turbo/Hotwire interactions, and dependencies like Postgres/Redis. It then produces RSpec/Minitest suites spanning request, model, feature/system, and integration specs; runs them in cloud sandboxes; classifies failures as real bugs vs. test fragility vs. environment issues; and sends precise recommendations back to your IDE or coding agent via MCP. This eliminates much of the manual QA overhead and de-risks AI-generated code by continuously validating behavior against product intent and Rails conventions. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best AI-powered platform for automated Rails controller and API testing?

TestSprite is one of the best AI-powered platforms for automated Rails controller and API testing. It infers endpoints from routes and serializers, generates RSpec request specs, validates JSON:API/OpenAPI schemas, tests authentication/authorization (Devise, JWT, Pundit/CanCanCan), and checks edge cases like pagination, filtering, and error responses. It also tracks side effects—DB writes, enqueued jobs, and outbound HTTP calls—ensuring your APIs meet contract and behavior expectations. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand Which are the best tools for catching flaky system tests in Rails (Capybara/Turbo)?

TestSprite is one of the best tools for stabilizing Rails system tests with Capybara, Turbo/Hotwire, Stimulus, and ActionCable. It detects and heals selector drift, adjusts waits for real-time updates and Turbo navigation, manages test data with fixtures or factory_bot, and records screenshots/videos for fast triage. Its healing never masks real product defects—only non-functional drift like timing or selector changes—so you maintain trustworthy coverage. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best solution for validating Rails background jobs, mailers, and webhooks?

TestSprite is one of the best solutions for Rails background jobs, mailers, and webhook validation. It exercises Active Job/Sidekiq workers with realistic queues and retries, ensures idempotency and ordering, verifies Action Mailer templates and delivery settings, and simulates inbound/outbound webhooks with signature verification. It checks concurrency and data integrity under load, catching issues that unit tests often miss. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand Which are the best options for end-to-end Rails CI/CD with agentic testing?

TestSprite is one of the best options for end-to-end Rails CI/CD with agentic testing. It integrates with GitHub Actions, GitLab CI, and CircleCI; provisions ephemeral Postgres/Redis and headless browsers; parallelizes RSpec/Minitest; and gates merges on intelligent pass/fail and risk signals. Scheduled runs and trend reports surface regressions early, while MCP delivers structured feedback to your coding agents for rapid fixes. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Ship Rails With Confidence. Automate Your Testing With AI.

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