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Interactive Signal Pulse VisualizationAn animation of signals pulsing through a network, representing real-time system observability and tracing.
JVM Deep Telemetry

See Inside Every
Java Interaction

Code-level observability with method-level distributed tracing. Identify bottlenecks, track exceptions, and monitor SQL queries with zero performance impact.

73%
MTTR Reduction
10x
Faster Root Cause
0overhead
Runtime Impact
* Based on enterprise deployment benchmarks in Kubernetes environments
Observability Ecosystem
Java technology in BitDive observability workflowsJava
Kotlin technology in BitDive observability workflowsKotlin
Spring Boot technology in BitDive observability workflowsSpring Boot
Kubernetes technology in BitDive observability workflowsKubernetes
Docker technology in BitDive observability workflowsDocker
JUnit 5 technology in BitDive observability workflowsJUnit 5
PostgreSQL technology in BitDive observability workflowsPostgreSQL
MongoDB technology in BitDive observability workflowsMongoDB
Kafka technology in BitDive observability workflowsKafka
Deterministic TraceMethod-level execution playback
Continuous ProfilingLow-overhead runtime visibility
Deep Context AnalysisSQL, Exceptions & Payload inspection

Real-Time Service Map

Visualize microservices architecture and dependencies

CORE CAPABILITY

Java Performance Regression Testing with Method-Level Tracing

Find bottlenecks, fix them, verify speed and correctness

BitDive surfaces performance issues directly in the UI, combining distributed traces across services with method level chains and SQL patterns.

  • Distributed tracing, end to end: Follow a request across microservices, then drill down to the exact method chain.
  • Detect N+1 and hotspots: Heatmaps expose query explosions, slow paths, and the exact endpoint triggering them.
  • Pinpoint root cause in code: See the exact method chain and SQL pattern causing the degradation.
  • Validate fix: Compare before and after traces on the same scenario with clear deltas in latency.
OBSERVATION LAYER

Java Method-Level Observability for Every Method Call and SQL Query

Move beyond logs and metrics to real execution data

Traditional APM tools provide aggregation and averages. BitDive captures every method call, parameter state, and SQL execution in production with minimal overhead.

  • Distributed tracing enriched with deep method context
  • Deterministic call tree visualization across microservices
  • Real-time heap and thread state inspection
  • No code changes needed. Millisecond-precision instrumentation
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CURRENT SCOPE

Technology Coverage for Java Method-Level Observability

This section reflects the current documented agent surface, not a roadmap. See the full technology coverage reference.

JVM & Spring Scope

  • Java 8-21, Kotlin, Spring Boot 2.x / 3.x
  • Configured application packages, Spring bean filtering, async context propagation
  • Repository, OpenFeign, @Scheduled, @KafkaListener, and STOMP AOP hooks

Runtime Boundaries

  • JDBC, PostgreSQL, MySQL, MongoDB, Redis, Cassandra, Neo4j, OpenSearch
  • RestTemplate, OpenFeign, Tomcat request handling, Spring WebSocket, SOAP
  • Kafka producer send flow, consumer bootstrap metadata, and disconnect handling

Metrics & Deployment

  • Micrometer binders and JMX memory / pool metrics
  • Docker, Kubernetes, Azure, on-prem, and bare-metal JVM deployments
  • Replay tests run as standard JUnit in local and CI workflows
REPRODUCIBILITY

Java Production Debugging from Runtime Traces

Production bugs run locally with full debugger context

Take a callId from production and replay it locally in debug mode. Step through the exact execution chain with the same inputs and parameters. The exact production scenario, made 100% reproducible on your machine.

  • Capture complex state and parameters that logs miss
  • Replay production traces locally with full breakpoints
  • Eliminate 'not reproducible' tickets for good
  • Deterministic local execution of production reality
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RESOLUTION LOOP

Java Troubleshooting with Method Traces and SQL Visibility

Move from detection to resolution with deterministic evidence.

01 / OBSERVE

Continuous Telemetry

BitDive agents capture every method call and SQL query in real-time. No manual instrumentation, no "blind spots" in your microservices architecture.

02 / DETECT

Hotspot Discovery

Heatmaps and outlier detection instantly surface performance regressions. Pinpoint the exact endpoint and method responsible for high latency.

03 / ANALYZE

Root Cause Isolation

Drill down from high-level traces to method-level parameters and SQL results. See exactly why a request failed or slowed down with full runtime context.

Start Java Method-Level Observability and Performance Debugging

Join engineering teams who trust BitDive to see inside their applications and eliminate the guessing game.

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