SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.
APM, Application Performance Monitoring System
CNCF Jaeger, a Distributed Tracing Platform
TranslatedCAT, as a basic component for server-side projects, provides multi-language clients for Java, C/C++, Node.js, Python, Go, etc. It has been deeply integrated into Meituan Dianping's infrastructure middleware frameworks (MVC framework, RPC framework, database framework, cache framework, etc., message queue, configuration system, etc.), providing Meituan Dianping's business lines with a rich set of system performance metrics, health status, real-time alerts, and more.
Zipkin is a distributed tracing system
APM, (Application Performance Management) tool for large-scale distributed systems.
Cloud-native OSS search engine for observability
Coroot is an open-source observability and APM tool with AI-powered Root Cause Analysis. It combines metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections.
Real-time monitor and web admin for Celery distributed task queue
Instant Kubernetes-Native Application Observability
eBPF Observability - Distributed Tracing and Profiling
Apache Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log-like data
Alaz: Advanced eBPF Agent for Kubernetes Observability – Effortlessly monitor K8s service interactions and performance metrics in your K8s environment. Gain in-depth insights with service maps, metrics, and more, while staying alert to crucial system anomalies 🐝
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- apm
- performance-monitoring
- error-monitoring
- performance-metrics
Provides tracing abstractions over tracers and tracing system reporters.
Maze Applied Reinforcement Learning Framework
An intuitive remotely-accessible system performance monitoring and task management tool for servers and headless Raspberry Pi setups.
Distributed tracing instrumentation for asyncio with zipkin
The all-plugins-included package of the Bunyan distributed and pluggable logging system.
A k6 extension for testing distributed tracing backends
A set of C# libraries for streamlined microservice development: audit, caching, outbox, CAP, MassTransit (events & config), idempotency, specifications, security, and other useful utilities. Packages: https://www.nuget.org/profiles/dex
- at-least-once
- audit
- cache-control
- cap
One Go interface, five backends — filelock, flock, Redis, Postgres, etcd. Distributed locks with fencing tokens, semaphore mode, observability hooks, and TraceID propagation. Swap backends with one line.