toolgrep / Testing & QA

BitDive

Runtime verification for Java: PR review, AI context, and deterministic tests

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BitDive records real Java runtime behavior (method calls, SQL queries, HTTP and Kafka interactions) via a JVM agent and turns it into PR verdicts, runtime context for AI coding agents via MCP, and deterministic JUnit replay regression tests. Requires no code changes and claims under 2% runtime overhead.

Category

Testing & QA

Pricing

freemium

Free tier

yes

API

yes

MCP server

yes

SDK

no

Open source

no

#java#kotlin#spring-boot#junit#trace-based-testing#mcp#ai-agents#regression-testing

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Listed 2026-10-25 · last verified 2026-10-25 · extracted by @cf/zai-org/glm-5.3-flash · confidence 0.9

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