Zero Code Test Automation Platform
for Java/Kotlin/Spring
Validate every code change automatically. BitDive turns real application behavior into reliable, self-updating autotests, eliminating the need to write and maintain test code.


Scale Your Test Coverage, Not Your Codebase
Stop writing test code to test code
BitDive converts real executions into deterministic replay tests in a few clicks and without AI slop. True Zero-Code means no manual mock maintenance, no "code bloat," and less surface area for bugs in your tests.
- Tests in Clicks: Record real application behavior and select captured calls and traces to build replay suites.
- Maven and JUnit Native: Tests run as standard Maven and JUnit tests, but the logic comes from observed runtime behavior and a replay plan, not handwritten automation.
- Deterministic, Not AI Hallucinations: Replay tests are derived from real captured executions, not invented by AI. Same inputs, same behavior, repeatable results.
- Less Flakiness, Less Maintenance: No fragile scripts, no hand made mocks, fewer test only bugs and less QA automation tech debt.
Watch BitDive Turn Application Behavior into Automated Tests
Complete workflow: Capture live scenarios → Inspect runtime behavior → Generate Zero-Code tests → Replay in CI/CD.

Log-Less Debugging and Root Cause Analysis
Production bugs run locally with full context
A developer takes a callId from production or a test environment and replays it locally in debug mode with the same inputs and the same execution chain, down to each method call. The exact scenario that happened, made reproducible.
- White Box, No Log Guessing: The failure shows up immediately in the call tree, down to the exact method, exception, and SQL query. No log archaeology required.
- Shared Reality: QA and Dev see the same execution facts, including parameters, downstream responses, and the full chain across services.
- Fastest Repro: Turn “not reproducible” into an executable failure path. Fix it, then replay the same callId to validate.
- Painless Setup in 15 Minutes: Add the BitDive libraries, paste a short UI generated config, and you are live. Auto instrumentation by default. No code changes, no annotations.

Performance and System Health for Microservices
Find bottlenecks, fix them, verify speed and correctness
BitDive surfaces performance issues directly in the UI, combining distributed traces across services with method level chains and SQL patterns. The same context is available to AI via MCP, so fixes are guided by real executions.
- Distributed tracing, end to end: Follow a request across microservices, then drill down to the exact method chain and SQL burst.
- Detect N+1 and hotspots: Heatmaps and traces expose query explosions, slow paths, and the exact endpoint that triggers them.
- Pinpoint root cause in code: See the exact method chain and SQL pattern causing the degradation, not static analysis guesses.
- Validate fix: Compare before and after traces on the same scenario. Clear deltas in latency and query count.

Runtime Intelligence for Humans and AI Agents
Equipping AI with tools to analyze execution and verify fixes
BitDive bridges the gap between static code analysis and real system behavior. It supercharges RAG pipelines and AI coding assistants with actual execution data and enables deterministic verification, so you ship only what is proven.
- Runtime Context via MCP: Enable AI agents to retrieve runtime context on demand. Access call chains, parameters, results, SQL, latencies, and cross-service flows instantly.
- Runtime-Grounded Code Generation: AI generates code based on the actual execution graph and object states, eliminating hallucinations and aligning logic with real system behavior.
- Real Error Understanding for Surgical Fixes: Analyze the exact failure path, exception flow, and SQL bursts to enable precise, surgical remediation instead of trial-and-error debugging.
- Deterministic Verification with Replay: Replay the same captured scenario to compare behavior before and after changes, validating both correctness and performance.
How It Works: Capture, Replay, Validate
Real Zero Code: From traffic to test in 3 steps
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)
- Cross-service distributed traces
- Exception stack traces with full context
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
- Deterministic execution—same inputs always produce same outputs
- No test code to write or maintain
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
- Identifies performance regressions
- Distinguishes bug fixes from breaking changes
What Our Customers Say
See how teams are using BitDive to solve real production challenges
Measurable Impact
For Business
For QA & Development
Integrate with Your Development & AI Stack
Ready to Stop Writing Tests?
Transform QA from manual effort to autonomous runtime intelligence. Capture reality, replay anywhere, and deploy with confidence.
