The Verification Protocol for AI-Native Teams
Providing both humans and agents with the JVM evidence needed to ship complex changes with production-grade confidence.
Log-Less Root Cause Analysis
Capture exact method arguments, data states, and SQL queries from production. Replay them locally in your IDE to fix bugs in minutes, not days.
Deterministic Regression Testing
Verify **complex business logic** and speed without mocks or staging infra. BitDive captures real service behavior and replays it as isolated, 100% reliable JUnit tests.
JVM Ground Truth for Agents
Connect AI agents to the ultimate source of truth. Provide context-rich runtime data via MCP, letting agents verify their own code changes against reality.
Powering Method-Level Observability
Distributed tracing, continuous profiling, and log-less debugging for complex JVM ecosystems.
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.
How BitDive Secures Your Lifecycle
From production capture to automated CI verification.
Capture: Real Application Behavior
From Any Environment
The platform agent runs in your Java/Kotlin services, capturing complete execution context without code changes
- Method calls with parameters and return values
- SQL queries with actual parameters and results
- HTTP requests and responses (REST, gRPC, Kafka)
Replay: Executable Test Scenarios
Auto-mocked, deterministic, isolated
The platform transforms captured traces into executable test scenarios with automatic dependency isolation
- Auto-generates mocks for databases, APIs, and message queues
- Recreates exact execution context from the recording
- Runs in any environment (local, CI, staging) without external dependencies
Verify: Semantic Drift Detection
Behavior validation, not just status checks
BitDive compares execution behavior before and after code changes to detect regressions
- Compares SQL query patterns and results
- Validates HTTP response bodies and structures
- Detects changes in method call sequences
Deterministic Safety for AI Agents & RAG
Ground AI intent with deterministic execution reality
Static analysis isn't enough. Close the loop with your agents (Cursor, Claude, Windsurf) by providing real variable states and SQL queries via MCP. Let AI verify its own code against recorded Ground Truth.
- Ground Truth via MCP: Give AI agents on-demand access to live call stacks, SQL queries, and variable states. No more hallucinations about what happened in production
- Deterministic AI Verification: AI sees the exact failure path. It generates precise fixes and auto-verifies them by replaying the captured scenario against its own code
- Stop Hallucinations: Ensure AI-generated code actually works. BitDive instantly replays the captured scenario against the AI's fix to prove correctness before you commit
Modernize Your Automated Regression Testing
Move from fragile manual scripting to continuous runtime verification
Refactor **Legacy Java** systems fearlessly. Your regression safety net is fully automated
Start generating test suites immediately. No months-long integration projects
Stop testing like it's 2015. Don't let legacy QA workflows slow you down
Capture runtime behavior. Stop maintaining fragile mocks and scripts
Time to convert user flows into ~1,000 deterministic JUnit tests
See exactly what happens inside the JVM. Stop black-box guessing
Stop Coding Mocks. Start Capturing Logic.
Eliminate fragile test scripts. Turn production behavior into deterministic JUnit tests today.
