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BitDive

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Last update time : 2026-01-04 12:36:42

BitDive transforms JVM app execution into deterministic tests, allowing AI assistants to provide grounded code fixes and eliminate flaky test scripts.

In an era where software complexity often outpaces developer bandwidth, BitDive has emerged as a game-changer for JVM-based applications. The company has officially launched its zero-code runtime observability and test automation platform, designed to capture intricate method-level call chains, SQL queries, and HTTP/message interactions without requiring manual instrumentation. By converting real-world executions into deterministic, replayable tests, BitDive provides developers with a high-fidelity runtime context that has previously been difficult to maintain.

One of the platform’s most significant breakthroughs is its integration with the Model Context Protocol (MCP). This allows BitDive to feed granular execution data directly into AI assistants. Unlike traditional AI tools that often struggle with 'hallucinations' due to a lack of environmental context, AI powered by BitDive can generate code fixes grounded in actual runtime behavior. This enables engineering teams to pinpoint precise root causes and verify fixes through replayed scenarios, effectively bridging the gap between automated suggestions and production-ready solutions.

Beyond just troubleshooting, BitDive aims to redefine the testing lifecycle by eliminating the need for brittle, flaky test scripts that often bog down CI/CD pipelines. By automating the creation of tests from real executions, the platform significantly reduces the Mean Time to Recovery (MTTR) and enhances overall system reliability. For enterprises looking to scale their AI adoption safely, BitDive offers a robust framework that ensures every automated change is backed by empirical data and verifiable results.

Pricing : Paid

Web Address : BitDive

Tags : BitDive JVM observability test automation zero-code platform Model Context Protocol AI code fixes software debugging deterministic testing MTTR reduction runtime data

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