What is a Zero Code Automated QA platform?

A no-code testing tool that verifies behavior automatically by capturing real execution, generating mocks, replaying scenarios, and detecting regressions without writing test scripts.

Does BitDive support Java and Spring Boot testing automation?

Yes. BitDive provides auto-instrumentation for Java and Spring Boot applications and integrates with CI/CD for continuous verification.

Can it test microservices using gRPC and Kafka?

Yes. Driver-level mocks are generated from runtime data for gRPC, Kafka, HTTP, and JDBC, enabling codeless test automation across microservices.

How does BitDive help with AI-generated code?

BitDive replays real production behavior against new or AI-generated code to validate correctness and detect behavioral drift automatically.

Is it suitable for CI/CD test automation?

Yes. Replays run in pipelines for regression testing automation, ensuring continuous runtime testing and instant feedback on pull requests.

Zero Code QA Platform for Java & Spring Boot

Verification Can't Keep Up
AI accelerates development 10x, but test code (whether manually written or AI-generated) becomes an unmaintainable burden. The fundamental problem: test scripts can't scale with modern development velocity.
- Test Code Explosion: Even AI-generated tests create massive codebases that exceed application code. Every test is another file to maintain, debug, and update
- Handcrafted Mocks Hell: Managing mocks is a nightmare, requiring constant updates across microservices. API changes trigger cascading test failures
- Disconnected from Reality: Test code operates on assumptions and static scenarios, disconnected from actual runtime behavior and production patterns
- Unsustainable Maintenance Tax: Every feature change requires updating dozens of brittle tests. QA becomes the slowest and most expensive part of the pipeline
Solve Verification Bottlenecks
BitDive: Zero-Code, Runtime Verification Platform
No-Code Testing from Real Runtime Data
BitDive is a self-contained system that doesn't generate code. It observes, records, and verifies real application behaviour automatically.
- Start in Five Minutes: Add a single library to your Java or Kotlin app and let BitDive do the rest. Setup is automatic and production-ready within minutes
- Zero Code. No Generation. No Maintenance: No scripts, no test code, no code generation. BitDive captures real executions and transforms them into reusable verification scenarios automatically
- Full Runtime Capture: Records methods, parameters, SQL queries, HTTP calls, exceptions, and cross-service chains. Real behavioural validation, not surface checks
- Intelligent Mocking: Auto-creates mocks for databases, REST, Kafka, gRPC. Self-updating as your system evolves. Run locally or in CI without external dependencies
Start Zero Code QA
Flexible Scenarios for Any Stage of Development
Capture once, verify everywhere.
👨‍💻
Local Developer Mode
Reproduce bugs, validate fixes offline. BitDive auto-mocks everything.
🧪
QA Regression Mode
Run replay suites directly from UI. Behavioral diffs, performance analytics - no coding required.
⚙️
CI/CD Continuous Verification
Runs automatically on commit (mvn test, GitLab, GitHub). Detects drifts, regressions, and performance shifts instantly.
The Verification Pipeline
From raw execution data → to fully automated replay → to verified behaviour
BitDive framework automatically builds the complete verification infrastructure from captured runtime data.
- 01 Capture Phase: Runtime data from all microservices flows into BitDive
- 02 Processing Phase: BitDive framework automatically builds mocks (for REST, DB, Kafka, gRPC), logs, and behavioural profiles and trace correlations
- 03 Replay Phase: Automated tests run against new code or environment
- 04 Compare Phase: BitDive verifies consistency, detects drifts, and updates dashboards

Replay Everything: From a Single Method to the Whole System

Same captured reality, replayed at any scale. No code, no scripts, no limits.

Test any method directly with real data, replay full call chains inside one service, or run full distributed replays across microservices.

Method-Level Replay: Test any method directly with real data. No setup, no DB, no mocks. (Replaces classic unit tests.)
Component Replay: Replays full call chains inside one service (REST, SQL, Kafka). (Validates internal logic.)
Cross-Service Replay: Runs full distributed replays across microservices with TestContainers or real staging. (End-to-end integration test.)
All fully automated. No scripts, no mock maintenance, perfect for CI/CD pipelines

Book A Demo

Without BitDive / With BitDive

From manual effort and guesswork → to autonomous, verifiable runtime intelligence.

Area	Without BitDive	With BitDive
Test Creation	Manual and time-consuming (3-5h per case)	Codeless, managed from UI
Coverage	Partial, depends on written tests	100% behavioral from runtime traces
Mocks & Data	Manual setup, fragile	Auto-collected, self-updating (REST, DB, Kafka)
Staging Environments	Costly and inaccurate	Isolated replays of real production behavior
Root Cause Analysis	Logs and guesswork	Granular at method, error, SQL, and parameter levels
Maintenance	Labor-intensive, continuous	Autonomous, no test code maintenance
AI Integration	Absent	Agents trigger and validate replays automatically
Setup Time	Days/weeks with manual effort	Minutes - just add a library
Confidence	“Hope it works”	“Know it works”

From manual effort and guesswork → to autonomous, verifiable runtime intelligence.

Deep Distributed System Visibility

Full-stack visibility across microservices. Capture every interaction for comprehensive behavioral verification.

Full-Stack Coverage

Complete visibility across microservices: REST, Kafka, gRPC, WebSocket. Captures every transaction for behavioral verification.

Production-Grade Performance

Real-time capture with only 0.5% - 5% CPU overhead. Safe to run continuously in production environments without performance degradation.

Complete Behavioral Visibility

Deep visibility across services, threads, and method calls. Capture the complete behavior of your distributed system for verification.

Intelligent Mocking

Auto-generates and maintains mocks from real runtime data for any service: REST, Kafka, gRPC, JDBC. Living mocks that evolve with your system.

Error Diagnostics

Captures complete failure context with stack traces, spans, and parameters. Compare before/after traces to pinpoint exactly where behavior diverged.

No-Code Dashboard

Configure, run, and analyze from one UI. Auto-generated analytics, latency tracking, coverage heatmaps. YAML configs and CI integration handled automatically.

Learn more about deep code-level observability →