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Interactive Atomic Isolation VisualizationA visualization showing isolated atomic units representing protected data and secure method execution.
Unit Testing from Traces

Deterministic
Java Unit Testing

Eliminate fragile Mockito scripts. Turn real runtime traces into deterministic JUnit tests. Millisecond-fast execution with auto-mocked dependencies.

10min
vs 4h Dev Time
90%
Less Test Code
Heavy
Reality-Based
Unit Testing Tech Stack
JUnit 5 - Verified technology for deterministic Java unit testingJUnit 5
Java 17+ - Verified technology for deterministic Java unit testingJava 17+
Spring Boot - Verified technology for deterministic Java unit testingSpring Boot
Surefire - Verified technology for deterministic Java unit testingSurefire
Mockito - Verified technology for deterministic Java unit testingMockito
GitHub Actions - Verified technology for deterministic Java unit testingGitHub Actions
Kotlin - Verified technology for deterministic Java unit testingKotlin
Maven - Verified technology for deterministic Java unit testingMaven
VS Code - Verified technology for deterministic Java unit testingVS Code
JUnit 5 NativePure Java tests that run anywhere locally and in CI
Auto-Mocking ContextInfrastructure results are automatically distilled from traces
Deterministic ExecutionFixed Time, UUID, and Random values via BitDive Agent
BitDive Automated Testing Architecture - Virtualizing JVM dependencies for deterministic logic verification
AUTOMATED TESTING

Scale Your Test Coverage, Not Your Codebase

Stop writing test code to test code.

Build a regression shield that runs anywhere. BitDive isolates services virtually, allowing you to verify logic without spinning up complex staging infrastructure.

  • Dependency Virtualization: Test services in total isolation. BitDive virtually replaces downstream calls (DBs, Kafka, APIs).
  • Infrastructure-Free Execution: Run integration-level scenarios on a laptop or ephemeral CI agent.
  • Eliminate Flakiness & Tech Debt: No fragile scripts or manual mocks. Test against captured deterministic behavior.
PHILOSOPHY

Manual Mocking is Dead

Transform recorded reality into executable logic

Traditional unit testing forced you to maintain thousands of lines of fragile Mockito setup. BitDive turns real traffic into deterministic, auto-mocked JUnit tests.

  • 10-20x Faster Creation: Create complex scenarios in minutes, not hours.
  • Minimal Boilerplate: JSON-driven definitions replace verbose Java mock scripts.
  • Instant Updates: Refresh tests automatically when the underlying logic evolves.
ISOLATION TIER 1

Atomic Method Isolation

Zero-infra, pure logic verification

BitDive runs without the `Spring ApplicationContext`, achieving millisecond execution while maintaining absolute isolation from external environment noise.

  • Mockito Inline Interception: Harness uses `mockito-inline` to intercept `new` calls, static methods, and final classes without manual stubs.
  • Deterministic Replay: Same inputs always result in the same execution path, proven by reality.
  • Standard Maven Execution: Run tests via `mvn test` and Surefire. Fully compatible with Jenkins, GitHub Actions, and GitLab.
ROI & BUSINESS VALUE

Data-Driven Quality

Stop guessing, start verifying with runtime traces

Traditional tests use "invented" data. BitDive provides the reality layer for enterprise Java, ensuring your AI-built code survives the real world.

  • 80% Time Savings: Move from tedious manual test writing to automated verification auditing.
  • Reliable Regressions: Detect "semantic drift" in complex logic that headers alone can't catch.
  • Fluent Assertions: Use AssertJ or standard JUnit 5 assertions to verify state against recorded reality.
RESILIENCE

Fearless Legacy Refactoring

Your automated regression safety net

Monoliths are "black boxes" where developers fear to tread. BitDive captures "as-is" behavior, creating a baseline that ensures correctness.

  • Zero-Touch Baseline: BitDive `UnitTestRunner` maps out behavior for legacy modules with zero code changes.
  • Detect Side Effects: Catch unintended changes in SQL patterns or internal state instantly.
  • AI-Ready Cleanup: Clean up legacy debt with LLMs, then prove behavioral identity with BitDive.
THE UNIT TESTING PROTOCOL

Regression Safety at Millisecond Speed

Providing both humans and agents with the recorded evidence needed to ship complex logic changes with high confidence.

01
CAPTURE

Record the Reality

BitDive Agent watches your production or staging traffic, capturing exact method arguments, complex object states, and return values. Verify Complex Business Logic with zero manual data creation.

02
REPLAY

Script-Free JUnits

Turn JSON traces into high-performance JUnit 5 tests. External dependencies (Databases, Kafka, APIs) are automatically stubbed via Mockito while maintaining total isolation.

03
VERIFY

Semantic Validation

Verify logic changes against real production scenarios. BitDive `TestMode.UNIT` provides millisecond-fast validation via standard Maven/Gradle lifecycle.

SUPPORT

Frequently Asked Questions

Common questions about the platform.

No. BitDive automatically captures dependencies (DB, APIs) from runtime traces and creates the necessary Mockito stubs for you.
Yes. BitDive captures non-deterministic values like UUIDs, timestamps, and random numbers during recording and replays them exactly during testing.
Absolutely. The tests are standard JUnit 5 tests that run with mvn test or gradle test in any CI environment (Jenkins, GitHub Actions, etc.).
Yes, BitDive has deep integration with Spring Boot, allowing for atomic method isolation without loading the full ApplicationContext.

Ready to Automate Your Unit Testing?

Replace manual Mockito scripts with deterministic JUnit tests from real runtime traces.