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Zero Code Test Automation Platform

for Java/Kotlin/Spring

Validate every code change automatically. No test scripts. No mocks. BitDive captures real runtime behaviour and replays it across environments to ensure reliability at any scale.

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Zero‑CodeNo scripts, no test code, no codegen
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Automated ReplayReplay calls from production, all managed from UI
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Intelligent MockingSelf-updating mocks (REST, DB, Kafka, gRPC)
BitDive Interactive VisualizationAn interactive visualization of connected particles representing distributed system monitoring.

The Reality of Test Automation Today

Most time is spent writing fragile automated tests, managing mocks and test data, and digging through logs to find root causes instead of preventing bugs.

Flaky test automation icon

Flaky Tests and Test Code Explosion

Writing and maintaining fragile automated tests that break with every API testing or architecture change. Test automation maintenance becomes a full-time job for QA automation engineers.

Mock testing management icon

Mock Testing and Test Data Management Hell

Creating and managing complex mock testing and test data management for database testing, Kafka testing, REST API testing, and gRPC. Every integration testing requires manual setup.

Root cause analysis debugging icon

Long Root Cause Analysis for Production Bugs

Hours spent on root cause analysis, correlating logs, metrics, and distributed tracing across microservices testing to find production bug detection.

Zero-code runtime verification platform

Stop Maintaining Test Scripts

Start Preventing Bugs with Zero-Code QA

Stop spending your time on test maintenance, production triage, and debugging flaky tests. BitDive captures real runtime traffic from any environment and automatically verifies your code changes. No test scripts. No mocks to maintain.

  • 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
Get Started Free

6 Core QA Problems BitDive Solves

Major testing challenges and how BitDive addresses each one

01

Automated Regression Testing for Product Stability

The Problem: Automated test suites are flaky and break with every architecture or API change. Constant maintenance becomes a full-time job for the entire QA team.
How BitDive Solves It: Captures real production traffic and converts it into stable, self-healing regression test suites that evolve automatically with your system—no manual updates needed.
02

API Testing and Integration Testing

The Problem: Creating and maintaining mocks for every API, database, and service. Test code grows larger than application code, and everything breaks when dependencies change.
How BitDive Solves It: Records real API calls, database queries, and service interactions from production. No mocks to write or maintain—tests use actual production behavior.
03

Root Cause Analysis and Bug Detection

The Problem: When tests fail, hours are spent digging through logs, correlating timestamps, and trying to reproduce the issue locally. "Works on my machine" becomes the norm.
How BitDive Solves It: Every test failure shows the exact failing method with complete call chain, parameters, SQL queries, and API responses. Instant root cause, no detective work required.
04

Test Automation Code Maintenance

The Problem: Traditional test frameworks require constant updates—every UI change, API update, or refactoring breaks tests. Technical debt from test code slows down feature delivery.
How BitDive Solves It: Zero test code to maintain. Traffic-based testing captures real user behavior and automatically adapts to changes—no Selenium scripts, no Cypress tests, no framework updates.
05

Test Data Management and Environment Setup

The Problem: Complex test data setup for each scenario. Database seeding scripts, Kafka message mocks, test environment configuration—all manually maintained and frequently broken.
How BitDive Solves It: Uses real production traffic as test data. No manual data setup, no environment configuration, no test database seeding—production reality becomes your test suite.
06

Confidence in Production Deployments

The Problem: Tests pass in staging but bugs still slip to production. No way to know if the code changes actually work with real user scenarios and production data patterns.
How BitDive Solves It: Compares new code behavior against production traffic patterns. Detects semantic drift in business logic, SQL queries, and API responses before deployment—production-grade confidence in staging.
Deep runtime context for debugging and root cause analysis

Deep Runtime Context Instead of Black Box

Debug and find root causes without guessing from logs

For every problematic test case, QA engineers can see the complete runtime context. No more piecing together clues from logs and timestamps. Open a specific trace and show developers exactly what broke and why.

  • Full application visibility: from service topology to method-level details, track every step effortlessly
  • Cross-service dependency mapping: automatically map service-to-service communications down to each method
  • Distributed tracing enriched with method context: connect high-level traces to code-level details
  • Application code flow visualization: instantly see call and error chains across services, classes, and methods. No logs needed at all
Explore Root Cause Analysis

How It Works: From Traffic to Test in 3 Steps

BitDive isn't another test framework. It's a system that records real behavior and makes it verifiable

01

Capture: Real Runtime Traffic

From Any Environment

BitDive 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
Result: Zero performance impact. Zero code changes. Complete behavioral record.
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Replay: Executable Test Scenarios

Auto-mocked, deterministic, isolated

BitDive 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
Result: Regression tests that reflect reality, not assumptions.
03

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
Result: Catch regressions in logic, not just broken mocks.

Flexible Scenarios for Any Stage of Development

Capture once, verify everywhere.

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Local Developer Mode

Reproduce bugs and validate fixes locally. BitDive auto-mocks everything.

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QA Regression Mode

Run replay suites directly from UI. Behavioral diffs, performance analytics - no coding required.

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CI/CD Continuous Verification

Runs automatically on commit (mvn test, GitLab, GitHub). Detects drifts, regressions, and performance shifts instantly.

Measurable Impact

For Business

75%
Fewer Production Incidents
Catch regressions before deployment
3x
Faster Release Cycles
Eliminate slow, flaky test suites
60%
Reduced QA Tech Debt
No test framework maintenance

For QA & Development

80%
Less Time on Test Maintenance
Focus on analysis, not infrastructure
90%
Faster Root Cause Identification
See exact failing method instantly, not log archaeology
100%
Behavioral Coverage
Tests based on real traffic, not assumptions

Integrate with Your Development & AI Stack

JavaJava
KotlinKotlin
SpringSpring
PostgreSQLPostgreSQL
MySQLMySQL
MariaDBMariaDB
MongoDBMongoDB
RedisRedis
Model Context ProtocolModel Context Protocol
OllamaOllama
CursorCursor
WindsurfWindsurf
OpenAIOpenAI
GitHub CopilotGitHub Copilot
AnthropicAnthropic
ClaudeClaude
GeminiGemini
GrokGrok
Mistral AIMistral AI
DeepSeekDeepSeek
PerplexityPerplexity
v0v0
CodyCody
VS CodeVS Code
Visual StudioVisual Studio
IntelliJ IDEAIntelliJ IDEA
DockerDocker
KubernetesKubernetes
AzureAzure
GitHubGitHub
GitLabGitLab
KeycloakKeycloak

Ready to Stop Writing Tests?

Transform QA from manual effort to autonomous runtime intelligence. Capture reality, replay anywhere, and deploy with confidence.