Zero Code Automated QA 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.
Verification Can't Keep Up
The Problem
AI development is 10x faster, but manual verification slows everything down. Developers spend 3-5 hours per test case writing and debugging brittle test scripts, creating an unscalable bottleneck.
Managing mocks is a nightmare, requiring meticulous handcrafting across microservices. API changes trigger cascading failures, forcing engineers to fix mocks instead of validating application behavior.
Test code often exceeds application code, requiring constant attention. This fragile, repetitive codebase is disconnected from real runtime behavior, making test maintenance a full-time job.
Brittle test logic requires constant updates and rework for every feature or refactor. This makes QA the slowest and most expensive part of the release pipeline, an unsustainable maintenance tax.
BitDive: Zero‑Code, Runtime Verification Platform
The Solution
Zero Code — No Generation, No Maintenance
No scripts, no test code, and no code generation at all. BitDive is a self-contained system: it doesn't produce code — it observes, records, and verifies real behaviour automatically.
Full Runtime Capture
Captures everything — methods, parameters, results, SQL, HTTP, exceptions, and cross-service chains, including database queries and responses. All data flows are continuously recorded and fed into the BitDive Verification Framework.
Zero-Friction Management
Simple setup: add one library, configuration generated in the UI. No YAML, no scripts, no terminal. Everything runs from a clean visual interface. BitDive provides a full management cockpit — analytics, scheduling, dashboards…
No Developer Skills Required
Anyone can operate BitDive. You don't need to hire engineers to maintain test infrastructure or write validation logic. Just configure test templates in the UI — BitDive does the rest.
The Verification Pipeline
From raw execution data → to fully automated replay → to verified behaviour
- 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
- 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.
Distributed, Real‑Time Tracing
"We trace the entire conversation between microservices — live, in production, with near-zero overhead."
Full Distributed Coverage
Complete tracing across microservices: REST, Kafka, gRPC, WebSocket—captures every transaction in the distributed system.
Production-Grade Performance
Real-time capture with only 0.5% – 5% CPU overhead. Safe to run continuously in production environments without performance degradation.
Unified Visibility
Provides complete visibility across services, threads, and calls—see the entire conversation between microservices as it happens.
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.)
Two Powerful Replay Modes
Both fully automated. No scripts. No mock maintenance.
Driver-Level Replay
Fast validation for CI/CD pipelines
- Replaces DB/Kafka/HTTP calls with driver-level mocks
- Lightning-fast execution (milliseconds)
- Perfect for PR validation and continuous integration
Containerized Replay
Realistic integration testing with real services
- Spins up TestContainers with actual services
- Full replay of system interactions
- Ideal for staging or pre-production validation
Intelligent Features
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.
Flexible Scenarios for Any Stage of Development
Capture once — verify everywhere.
Reproduce bugs, validate fixes offline — BitDive auto-mocks everything.
Run replay suites directly from UI. Behavioral diffs, performance analytics — no coding required.
Runs automatically on commit (mvn test, GitLab, GitHub). Detects drifts, regressions, and performance shifts instantly.
The AI Development Loop
"We're now cooperating with AIs and usually they are doing the generation and we as humans are doing the verification. It is in our interest to make this loop go as fast as possible." — Andrej Karpathy
Our Vision: Speed up the full generation‑verification flow by closing the loop between AI code generation and real runtime validation.
Before BitDive / After BitDive
From manual effort and guesswork → to autonomous, verifiable runtime intelligence.
From manual effort and guesswork → to autonomous, verifiable runtime intelligence.
Frequently Asked Questions
What is a Zero Code Automated QA platform?
A no‑code testing tool that automates verification using runtime data — capture, replay, compare — without writing scripts.
Does it work for Java and Spring Boot?
Yes. It supports Java application testing and Spring Boot testing automation with CI/CD integration.
How about gRPC and Kafka microservices?
Driver‑level mocking covers gRPC and Kafka; mocks are generated from runtime data and self‑heal with changes.
Can it test AI‑generated code?
Yes. Replay production behavior to validate AI‑generated code and detect behavioural drift instantly.
Is this suitable for CI/CD pipelines?
Absolutely — use it for regression testing automation and continuous verification in PRs and builds.
Integrate with Your Development & AI Stack
Java
Kotlin
Spring
PostgreSQL
MySQL
MariaDB
MongoDB
Redis
Model Context Protocol
Ollama
Cursor
Windsurf
OpenAI
GitHub Copilot
Anthropic
Claude
Gemini
Grok
Mistral AI
DeepSeek
Perplexity
v0
Cody
VS Code
Visual Studio
IntelliJ IDEA
Docker
Kubernetes
Azure
GitHub
GitLab
KeycloakBring Zero‑Code Verification to Your Team
Transform QA from manual effort to autonomous runtime intelligence. Capture reality, replay anywhere, and deploy with confidence.