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Human-curated · Discover open source3940discovered

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THE FIRST COLLECTION
Topic: observability清除
agent-devtoolsJacopos311
ADDED

A local-first AI agent debugger that reveals why an agent behaves a certain way. It combines visual replay, behavior diff comparisons between good and bad runs, and full visibility into prompts, context, memory, retrieval, and tool calls. Designed for AI agent development with LangChain support, running entirely locally with SQLite storage.

AI & MLAI agents
ADDED

An LLM Gateway built with LiteLLM for unified access to multiple AI providers via OpenAI-compatible API, featuring routing, fallbacks, caching, cost tracking, and guardrails.

AI & MLAI gateways
dsnitchinfomaniac777
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dsnitch is a single-binary, zero-configuration terminal UI tool powered by Linux eBPF that provides real-time network and DNS egress inspection for Docker containers, attributing outbound connections directly to container names without modifying container networks.

Developer toolsSelf-hostedTesting & debugging
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Vocion is a source-available platform for operating production AI agent workflows. Workspaces are authored as YAML and markdown in git, then applied to a Next.js app with Postgres, an MCP server, approval gates and a unified human review queue.

AI & MLAutomationAI agents
mcp-vmanomalyVictoriaMetrics
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MCP server for VictoriaMetrics Anomaly Detection (vmanomaly), enabling AI assistants to perform health checks, model management, configuration generation, alert rule creation, and documentation search via the Model Context Protocol.

AI & MLDeveloper toolsAI agents
croupiercuihairu
ADDED

Croupier is a general-purpose GM backend system for game operations, supporting integrated management of multiple games and environments. It utilizes a TCP session model for Agent-Server and SDK-Agent communication and defines business scopes via gameId and env.

GamesGame development tools
qylANcpLua
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qyl is a local OpenTelemetry investigation stack for .NET. It allows developers to instrument applications with minimal code, run a collector locally, and visualize traces, logs, and metrics via an embedded dashboard or API.

Developer toolsTesting & debugging
effectEffect-TS
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Effect is a comprehensive TypeScript library designed for building robust, type-safe, production-grade applications with built-in support for typed errors and dependency injection.

Developer toolsBackend & APIs
prefectPrefectHQ
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Prefect is a Python-based workflow orchestration framework designed to build, automate, and monitor resilient data pipelines with features like scheduling and retries.

Film, Video & MediaVideo editing
agentic-osredevops-io
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Agentic OS is a self-hosted control plane for running business operations as a fleet of AI agents. It features a cost-aware LLM router, cross-module workflows, and human-in-the-loop approvals for finance, support, and compliance.

AutomationAI & MLWorkflow automation
openstatusopenstatusHQ
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openstatus is an open-source uptime monitoring and status page platform built around infrastructure as code. Monitors, status pages and notification channels are declared in YAML or Terraform, applied via CLI or CI, and managed through an API, MCP server or AI assistants. It offers 28 global check regions, incident communication and self-hosting options.

Self-hostedDeveloper toolsMonitoring & security
highlighthighlight
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Highlight.io is an open-source full-stack monitoring platform providing session replay, error monitoring, logging, and distributed tracing, with SDKs for multiple languages and self-hosted deployment options.

Developer toolsSelf-hostedBackend & APIs
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SolarisPKN-Stats is an automated system for collecting, storing, and updating project statistics from multiple platforms into structured JSON files.

AutomationData & databasesData automation
rzekaeternalgarden
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rzeka is a single-threaded reactive event bus for C# built on Rx.NET that features automatic causality tracking and a real-time browser-based debugger.

Developer toolsGamesComponent libraries
ciliumcilium
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Cilium is an eBPF-based networking, security, and observability solution for Kubernetes. It offers CNI networking, identity-based L3-L7 policies, distributed load balancing that can replace kube-proxy, multi-cluster Cluster Mesh, service mesh with mutual authentication, and Hubble observability. It is a CNCF Graduated project with Apache 2.0-licensed user space code.

Developer toolsSelf-hostedBuild & DevOps
swarmra3orblade
ADDED

Swarm is a local-first control plane for AI-agent development that monitors every Claude Code, Codex, Gemini, Grok, Aider, and opencode session on your machine — tracking live tool calls, token spend, cost, tasks, worktrees, and resources — with rules enforcement, a coordination ledger, and a unified dashboard.

AI & MLDeveloper toolsAI agents
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Apache SkyWalking is an open-source APM system designed for microservices, cloud-native, and container-based architectures. It provides distributed tracing, multi-language agents, eBPF monitoring, native BanyanDB storage, log pipelines, alerting, and AI-powered anomaly detection.

Self-hostedMonitoring & security
mcp-serveriris-eval
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Iris is a local-first MCP server that scores AI agent runs for quality, safety, and cost using 20 built-in deterministic rules, an optional LLM judge, and a web dashboard — all on your machine with no account or telemetry.

AI & MLDeveloper toolsTraining & evaluation
vectorvectordotdev
ADDED

Vector is an open-source observability data pipeline written in Rust. It collects, transforms and routes logs and metrics as either an agent or an aggregator, letting teams control where telemetry goes and reduce vendor costs.

Data & databasesSelf-hostedData integration
argosjhonsferg
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Argos is a Go instrumentation library that adds OpenTelemetry traces, metrics and correlated logging to microservices via one Init/Run call, plus drop-in wrappers per client library. The root module has no vendor SDK dependencies; each integration ships as its own module.

Developer toolsBackend & APIs
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