Layer 1
Layer 1
Next-Gen Test Case Generation

Test Case Generator That Works!
Automated. Advanced. Accurate.

Keploy automatically generates production-grade test cases from your actual user traffic. No manual coding. No flaky tests.

Generate Comprehensive Test Cases, Automatically

Keploy automatically creates test cases from API traffic, covering edge cases, error scenarios, and data variations without you writing a single line of code.

Keploy Logo

Ready to Generate Tests

Generating test cases • 0 completed • 0 failed

Generated Test Cases
0 / 8

Initializing test generation...

Tests will start automatically

Test Summary & Analysis
Ready
0
Generated
0
Failed
0
Running

Tests generating...

Results will appear here as tests complete

No Flaky Tests,Only Rock Solid, Reliable Tests

Other test case generators fail on dynamic data. Keploy automatically detects and ignores noisy fields like timestamps and random IDs.

Without Keploy

Every timestamp or random ID changes, causing test failures even though your app works perfectly

Run 1: timestamp changed
Expected: "2024-11-17T14:32:45.123Z"
Got: "2024-11-17T14:32:46.456Z"
FAILED
Run 2: timestamp changed
Expected: "2024-11-17T14:32:45.123Z"
Got: "2024-11-17T14:32:46.456Z"
FAILED
Run 3: timestamp changed
Expected: "2024-11-17T14:32:45.123Z"
Got: "2024-11-17T14:32:46.456Z"
FAILED

With Keploy

Noisy fields are automatically ignored. Tests focus on what matters

Run 1: Structure validated
userId is present
message is correct
PASSED
Run 2: Structure validated
userId is present
message is correct
PASSED
Run 3: Structure validated
userId is present
message is correct
PASSED
Raw API Response
{
"data": {
"userId": "12345",
"username": "john_doe",
"email": "john@example.com",
"timestamp": "2024-11-17T14:32:45.123Z",// NOISE DETECTED
"requestId": "req_abc123xyz789",// NOISE DETECTED
"sessionId": "sess_1234567890",// NOISE DETECTED
"createdAt": "2024-11-17T14:32:45.000Z",// NOISE DETECTED
"nonce": "n0nc3_rand0m_v4lu3",// NOISE DETECTED
"message": "User authenticated successfully"
}
}
Raw Data
Stable fields (asserted)
Noisy fields (ignored)

Fields Analyzed

5

Noise Detected

5

Test Stability

100%

No External Services RequiredDependency-Free Testing

Eliminate dependencies from API outages. Keploy automatically generates mocks from real traffic for complete test isolation.

Live Service Status

Watch what happens when services fail

Database

MongoDB
Supabase
NeonDB

Online

Payment Gateway

Stripe
Razorpay
PayPal

Online

Blob Storage

AWS S3
Firebase
Azure Blog Storage

Online

Cache

Redis
Memcached
Upstash

Online

Test Results

Tests powered by Keploy mocks

test.log
$ keploy test -c "python3 app.py" --delay 10 --path "./tests"
→ Starting test suite with Keploy...
→ Loading mocks from cache...
Demo will auto-start or click the button to begin...

Complete Visibility. Actionable Insights.Track Every Test Case

Get comprehensive test analytics across your entire workflow with Keploy's detailed reporting - from real-time terminal feedback to centralized console insights.

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Integration Testing Terminal

$ keploy test -c "python3 app.py" --delay 10 --path "./tests"
Starting test execution for: test-set-0
Test reports generated in: keploy/reports/test-set-0/

0 / 7 lines

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Keploy Console Dashboard

Centralized Console For Test Generation and Management.

Test Suites

0

Accepted Tests

0

Buggy Tests

0

Rejected Tests

0

When Your API Changes,Your Tests Evolve Too, Smartly.

Keploy automatically detects API changes so that you can re-record new test cases in seconds. No manual rewrites, no downtime.

Tests Passing

Step 1 of 5

Test Execution Results

✓ GET /users
✓ POST /users
✓ DELETE /users

Tests

47

Pass Rate

100%

Without Keploy

Hours
API changes deployed
Tests start failing
Manual debugging required
Test code rewritten by hand
Re-deploy tests
Wait and pray

With Keploy

Seconds
API changes detected
Tests fail (expected)
Click "Re-record"
New tests auto-generated
Instantly passing
Move to next task

Automatic Updates vs Manual MaintenanceSelf-Healing Tests That Adapt

Keploy regenerates tests with code changes, eliminating maintenance overhead and saving hundreds of hours.

Select Maintenance Scenario

Manual Maintenance

Modify endpoint from /users/:id to /v2/users/:id - manually update all 23 test files

4.5 hours per change

Keploy Solution

Keploy detects API changes and automatically regenerates all tests in seconds

~30 seconds

ROI Calculator

See how much time your team saves with automated testing. Every change becomes faster and more reliable.

6m
1 month1 year
15
5 changes50 changes

That's 50.6 days saved for your team!

Hours Saved

405

Days Saved

50.6

Per Change

4.5h

Savings Breakdown

Time per change4.5h
Changes per month15
Time period6 months
Total time saved405 hours

Process Comparison

See how Keploy transforms hours of work into seconds

Manual Approach

Code Deployed

Tests Fail

0.25h

Investigate

1.5h

Update Tests

3h

Verify Fixes

1.25h
Total Time Required:6.0 hours
Keploy Logo

Keploy Approach

Code Deployed

Changes Detected

1.15s

Re-record Tests

1.15s

Tests Passing

5s
Total Time Required:7.30 seconds

Maintenance Scenarios

See how Keploy handles different types of changes automatically

API Endpoint Changes

Manual
4.5h
Keploy
~30s
Efficiency gain540x faster

Response Schema Updates

Manual
3.2h
Keploy
~30s
Efficiency gain384x faster

Business Logic Changes

Manual
5.8h
Keploy
~30s
Efficiency gain696x faster

Database Schema Updates

Manual
2.9h
Keploy
~30s
Efficiency gain348x faster

Create and Analyse Your Schema, Using Keploy

Keploy instantly analyzes API requests and responses to auto-generate complete schemas, assertions, tests and detect changes.

API Request
curl -X POST https://example.com/api/users \ -H "Content-Type: application/json" \ -d '{ "user": { "id": "12345", "email": "user@example.com", "age": 28, "isActive": true, "role": "admin", "address": { "street": "123 Main St", "city": "San Francisco", "zipCode": "94105" }, "tags": [ "developer", "premium" ], "createdAt": "2025-01-15T10:30:00Z", "metadata": { "lastLogin": "2025-10-24T09:00:00Z", "loginCount": 142 } } }'
Schema Generated By Keploy

Generating schema...

Zero Manual Work

Forget manual schema definition. Keploy extracts everything from your API requests

Type Detection

Automatic detection of strings, numbers, booleans, objects, and arrays

Instant Generation

Schemas generated in seconds, ready to use for contract testing

Schema Generated By Keploy
{
"user":
{
"id": "12345",
"email": "user@example.com",
"age": 28,
"isActive": true,
"role": "admin",
"address":
{
"street": "123 Main St",
"city": "San Francisco",
"zipCode": "94105"
}
,
"tags":
[
"developer",
"premium"
]
,
"createdAt": "2025-01-15T10:30:00Z",
"metadata":
{
"lastLogin": "2025-10-24T09:00:00Z",
"loginCount": 142
}
}
}
Generated Assertions
0 fields

Analysis starting...

Tests that don't break in CI/Cd Pipelines

Keploy makes your test data and test runs behave the same on your laptop and inside CI pipelines.

Problem

Tests that work locally fail in CI/CD due to environment differences and missing setup.

Keploy Solution

Keploy tests run consistently in any CI/CD environment with zero configuration.

Key Benefits

  • Works seamlessly with GitHub Actions, GitLab CI, Jenkins
  • Zero environment-specific configuration
  • Reproducible results across all environments
  • Tests run deterministically in CI pipelines
  • Built-in reporting and failure tracking
Keploy CI/CD visualization

Why Developers Choose Keploy for
Test Case Generation?

Compare Keploy against popular testing tools and see the difference in automation capabilities and see why Keploy Wins

Automatic Test Creation

How tests are generated without manual effort from real user interactions and API traffic

Keploy
From real traffic
Katalon
UI recording
Postman
Manual API calls
REST Assured
Manual coding
Pact
Contract only
SmartBear
Record & playback

Edge Case Coverage

Ability to capture real edge cases and boundary conditions automatically from production traffic

Keploy
100% captured
Katalon
Manual design
Postman
Manual only
REST Assured
Manual only
Pact
Contract based
SmartBear
Limited scenarios

Test Generation Speed

Time required to generate comprehensive test suite covering all critical user flows and scenarios

Keploy
Seconds
Katalon
Hours
Postman
Hours
REST Assured
Days
Pact
Days
SmartBear
Hours

Flaky Test Prevention

Automatically handles dynamic data, timestamps, and random values to prevent flaky tests

Keploy
Smart detection
Katalon
Common issue
Postman
Long Process
REST Assured
Manual fixing
Pact
Contract stability
SmartBear
Basic handling

Test Isolation

Tests run independently without external dependencies using automatic mocking and isolation

Keploy
Auto mocks
Katalon
Shared state
Postman
Manual setup
REST Assured
Manual setup
Pact
Contract isolation
SmartBear
Partial isolation

Mock Generation

Automatic mock creation for external services, databases, and third-party APIs

Keploy
Automatic
Katalon
Not supported
Postman
Manual only
REST Assured
Manual creation
Pact
Contract mocks
SmartBear
Not supported

Test Accuracy

How accurately tests reflect real user behavior and production scenarios

Keploy
100%
Katalon
70-80%
Postman
60-70%
REST Assured
75-85%
Pact
80%+
SmartBear
75-85%

Self-Healing Tests

Tests automatically adapt to API changes, schema updates, and business logic modifications

Keploy
Re-record
Katalon
Manual rewrite
Postman
Manual updates
REST Assured
Full rewrite
Pact
Contract updates
SmartBear
Limited correction

CI/CD Integration

Ease of integration with existing CI/CD pipelines and deployment workflows

Keploy
Seamless
Katalon
Plugins available
Postman
Basic integration
REST Assured
Standard setup
Pact
Native CI/CD
SmartBear
Cloud integration

Learning Curve

How easy it is to get started and be productive without extensive training or setup

Keploy
Zero config
Katalon
Moderate
Postman
Some learning
REST Assured
Steep
Pact
Complex
SmartBear
Moderate

Data-Driven Testing

Support for data-driven test scenarios with automatically captured production data variations

Keploy
Auto-captured
Katalon
Manual setup
Postman
CSV/JSON files
REST Assured
Manual coding
Pact
Not applicable
SmartBear
Data pools

Features Won

12/12

Superior in every category

Test Accuracy

99.9%

Production-grade tests

Time Saved

90%

No manual test writing

Setup Time

5 min

Fastest integration

Ready to Stop Writing Tests Manually?

Generate tests automatically from real traffic with Keploy - the only tool that captures actual user behavior across all these testing scenarios

FAQs

Keploy captures real API calls and user interactions from your application traffic, then automatically converts them into comprehensive test cases. This includes request-response pairs, assertions, and mock data—all generated without any manual coding.

Test cases are 100% accurate as they're derived from actual production traffic. Keploy captures real user behavior, ensuring tests reflect how your application is actually used rather than hypothetical scenarios.

Yes, Keploy automatically detects and handles dynamic elements like timestamps, random IDs, and session tokens. It generates stable assertions and mocks external dependencies, eliminating flaky tests completely.

Keploy is language-agnostic and works with any application that uses HTTP/gRPC APIs. We provide SDKs for Go, Java, Node.js, Python, and more, with automatic support for any language through our proxy mode.

Yes. Keploy excels in microservices environments by capturing inter-service communications and generating integration tests that cover the entire system workflow, including service dependencies and data flow.

Keploy offers self-healing tests that automatically update when APIs change. When your application evolves, Keploy can re-record tests from new traffic, eliminating manual test maintenance overhead.

Keploy is designed for zero configuration setup. You can start generating test cases in under 5 minutes without any special training. The platform automatically adapts to your application's architecture.

Keploy typically achieves 70-80% test coverage within the first hour of use, reaching 90%+ as more user traffic is captured. It automatically identifies and tests all critical user journeys and edge cases.

Yes, Keploy integrates seamlessly with all major CI/CD platforms including GitHub Actions, GitLab CI, Jenkins, and CircleCI. Generated tests run automatically in your pipeline with zero additional configuration.

Keploy prioritizes security with local-first data processing, encrypted storage, and configurable data sanitization. Sensitive data can be automatically masked or excluded from test generation.

Yes, while Keploy generates complete test cases automatically, you can easily customize assertions, add additional test scenarios, or modify generated tests to meet specific requirements.

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