Built for the next era of software
BitDive exists for one reason: to make it simple and safe to change software in Java, Kotlin and Spring based systems.
Modern teams already have ideas, code and AI assistants. The real slowdown comes later: proving that a change behaves correctly, understanding why something broke and giving both humans and AI enough context to fix it.
BitDive exists to remove that bottleneck.
Our mission
To make the generation to verification loop radically faster and safer for both humans and AI.
Code can be written by people, by AI assistants or by both together. What must not change is this:
- Every change should be checked against how the system really behaves
- That check should be fast enough to run all the time, not only before a big release
- The results should be understandable and reusable by humans and AI tools
What we are building
A zero code quality engine for JVM stacks.
Captures real executions
BitDive runs next to your Java and Kotlin services and records what actually happens in real environments: inputs, calls between services, database and messaging interactions and outcomes.
Turns them into reusable assets
Executions become replayable scenarios and detailed traces instead of disappearing into logs. They can be used to protect future releases, to investigate incidents and to explain behavior to people and AI agents.
Connects the loop
Through APIs and MCP integration BitDive exposes this context to IDEs, CI pipelines and AI systems so that they can reason not only about code, but also about how that code behaves under real load.
Humans, AI and the development loop
Someone or something generates a change
This can be a developer, an AI assistant, a refactor, a config change.
The change is verified against reality
The system is run under realistic scenarios and its behavior is compared with what is expected.
Today the first part of this loop is getting faster every month thanks to AI. The second part often looks the same as ten years ago.
BitDive focuses on this verification side: giving AI assistants access to real traces, letting them replay real scenarios, and surfacing differences in behavior that matter.
Who we build for
QA Engineers
Want coverage based on real execution patterns, not on guesswork and fragile scripts.
Developers
Need bug reports that reproduce every time and to verify fixes in minutes.
DevOps
Need strong quality gates in CI/CD without maintaining complex mock systems.
AI Agents
Need trustworthy context from the running system to ground suggestions in reality.
Where we are going
We believe the future of quality will be behavior driven.
Teams will:
- Decide which real behaviors are critical
- Record them once
- Reuse them across development, testing and operations
Platforms will:
- Capture and replay these behaviors automatically
- Compare new versions with old ones
- Expose this information to humans and AI
BitDive is our way of building that future for JVM teams.
Ready to Stop Writing Tests?
Transform QA from manual effort to autonomous runtime intelligence. Capture reality, replay anywhere, and deploy with confidence.