Havuz

Self-hosted error tracking on Cloudflare Workers, with OTLP ingestion and MCP tools for investigating errors.

System for Cognitive Observability, Provenance and Explainability

Future AGI, LLM ve AI agent uygulamalarını değerlendirme, izleme, simüle etme ve koruma işlerini self-host edilebilen tek bir platformda birleştiriyor.

Neden yükseliyor · Konu, agent uygulamalarında evaluation ve observability ihtiyacının artmasıyla örtüşüyor; 157 günlük repo yaşına karşılık 2.081 yıldız ve son 28 günde 597 commit geliştirme temposuna işaret ediyor. Farklı yazar sayısı 6; bu veriler ilginin nedenini tek başına kanıtlamaz ve yıldızlar benimseme ya da kalite ölçüsü değildir.

The open standard for runtime agent control — declarative hooks, policy enforcement, and observability across AI agent frameworks.

Ongrid, altyapı gözlemlenebilirliği ve operasyon araçlarını chat kanalları üzerinden kullanılabilen bir ops AI Agent içinde birleştiriyor.

Neden yükseliyor · 127 günde 1078 yıldız almış olması ve son 28 günde 69 commit ile 8 farklı yazarın katkısı dikkat çekiyor; bu, yalnızca tek kişinin yürüttüğü durağan bir repo olmadığını gösteren olumlu bir aktivite sinyali. Ops AI Agent ve incident response alanlarına ilgi de görünürlüğüne katkıda bulunmuş olabilir; ancak README ve bu ölçümler yükselişin nedenini veya gerçek kullanıcı benimsemesini kanıtlamıyor.

otelyssey, OpenTelemetry odaklı agent plugin’lerini listeleyen ve gönderimlerini repository üzerinden doğrulayıp takip eden bir marketplace sunuyor.

Neden yükseliyor · 8 günlük yaşına rağmen 65 yıldız ve son 28 günde 87 commit almış. Bu görünürlük, coding agent’lara yönelik plugin ekosistemi ile OpenTelemetry ilgisinin kesişmesine bağlanabilir; ancak commit’lerin yalnızca 2 farklı yazardan gelmesi, hareketliliğin geniş topluluk katkısı anlamına geldiğini göstermiyor.

Specification-driven multi-agent systems with OpenTelemetry observability, agent traces, benchmarking, MCP, and A2A.

Local-first telemetry collector for AI coding agents — unified OpenTelemetry events for Claude Code, Codex, Cursor and more. Token usage, co

The semantic layer that makes enterprise data understandable to AI agents — model entities and relations once, query through SPL/MCP/REST, a

Apache Airflow-compatible workflow orchestrator, re-engineered in Go: the drop-in Airflow UI and REST API on a single-binary control plane (

Open-source platform for always-on AI agents: a software factory for Claude Code that takes your projects from tickets to merged pull reques

Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks

DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.

A set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's complete development workflow — harness engineering, a

See what your app actually does. Click anything and watch the trip through your code, database and services, with real values. AI-native: yo

Run cyber-AI agents against real missions in isolated environments. Record everything as OpenTelemetry evidence. Grade the evidence, not the

Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it fin

GPU-accelerated transparent compression S3-compatible storage gateway. Drop-in replacement for AWS S3 endpoints; cuts your S3 bill 50-80% wi

Token Efficiency For AI Agents

Terminal monitor for live HLS, DASH, and IPTV streams. Wire probes, TR 101 290, SCTE-35, Prometheus and OpenTelemetry metrics. Rust CLI and

Self-hosted AI SRE for Kubernetes — zero-instrumentation eBPF observability plus a copilot that fixes issues through guardrailed, self-verif

Observability for AI agents. See what your agent did, why it cost that much, and what to fix.

Drop-in Prometheus / Loki / Tempo HTTP gateway for ClickHouse. Translate PromQL, LogQL, and TraceQL into optimized CH SQL — keep Grafana, sw

Observability for AI coding assistants — cost tracking, efficiency scoring, and anti-pattern detection for Claude Code, Cursor, Copilot, and

Local-first policy gateway for coding agents. Allow, review, or block MCP, shell, SQL, GitHub, and HTTP actions with scoped credentials and

Langfuse on GreptimeDB. Self-hosted LLM observability.

Tamper-evident evidence and verification layer for AI agents. Verify any agent's session offline with just openssl. No cloud, no lock-in.

Self-hosted OTLP receiver and dashboard for traces, logs, and metrics. .NET 10 + Nuxt 4 SPA, with SQLite, PostgreSQL, or SQL Server storage.

OpenTelemetry tracing for pi-coding-agent — per-turn span tree with full OTel GenAI semantic conventions

The whole eve stack. On your own machine. Durable Postgres sessions, a Docker sandbox, memory, approvals, schedules, 1,070 tool integrations

Agentic AI monitoring and observability — OTEL traces and local log files from Copilot, Claude Code, Codex, and OpenCode. Token usage, cost,

Spring Boot ve Go servisleri arasında Kafka üzerinden akan istekleri OpenTelemetry ile izleyip Uptrace’te görselleştiren çalıştırılabilir bir microservices demosudur.

Neden yükseliyor · 22 günde 83 yıldız almış; Kafka ve OpenTelemetry ile dağıtık izleme akışını tek bir çalıştırılabilir örnekte göstermesi dikkat çekmiş olabilir. Yükselişin kesin nedeni bilinmiyor; son 28 gündeki 2 commit ve 2 farklı yazar, sürdürülebilir ilgi veya geliştirme ivmesi için sınırlı kanıt sunuyor.

Lightweight OpenTelemetry receiver and local dashboard for LLM development — single binary, zero dependencies

The trust layer for your AI agent on any platform. Trace and evaluate your agent. Full Observability. Run Model portability analysis. Autotu

Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost.

🇺🇦🇵🇱 A static analysis tool for OpenTelemetry Collector configurations. Built on OPA/Rego, it validates your pipelines, receivers, processor

A distributed OpenTelemetry-native columnar datastore whose only backend is object storage.

Self-hosted observability platform — error tracking, performance tracing, metrics, uptime monitoring, and profiling.

Official APM and observability for NestJS: request, job and error monitoring, distributed tracing, logs and profiling 📈

A Kubernetes lab that reproduces real production incidents on a live, instrumented microservice stack — for testing root-cause-analysis tool

OpenTelemetry tracing for DeepSeek Harness (dsh): turns each agent turn into a GenAI span tree — steps, LLM calls with TTFT, tool executions

Community-maintained observability for self-hosted Supabase: logs, metrics, and traces.

Agent trace analysis and context remediation plugin for Claude Code. Detects quality issues in your AI agent traces — goal drift, hallucinat

Visual debugging, execution traces, and observability for AI agents.

Permanent code intelligence layer. Learns what matters, expires what changed, proves what existed. Content-addressed graph with Merkle proof

TypeScript SDK for the NitroPing audit log — batching client, error capture, Hono/Express/Nitro adapters, and GenAI cost tracing.

The optimal default stack for AI-native products

Distributed system topology as a declared, verifiable, executable layer — change how your components connect without touching code.

K-O11y: Kubernetes Observability Platform (SigNoz + OTel + Beyla)

A token-spend profiler and cost-regression gate for AI agents.