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.

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.

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

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

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.

Academic Commercialization Assessment Agent, araştırma makaleleri veya konularından kaynak bağlantılı ticarileştirme değerlendirme taslakları üretir.

Neden yükseliyor · 94 günde 770 yıldıza ve son 28 günde 267 commite ulaşması görünür ilgi ve yoğun geliştirme gösteriyor. Ancak commitlerin tek yazardan gelmesi, bu aktivitenin bağımsız katkıcı veya topluluk benimsemesiyle doğrulanmadığı anlamına geliyor; ilginin kaynağı verilen bilgilerden kesinleştirilemiyor.

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

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

Pluggable extension packages for the Pi AI-agent runtime. Each package exposes LLM-callable tools via MCP — covering IM workspace integratio

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

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

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

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

6 specialized AI agents collaborating via A2A protocol to power e-commerce — product discovery, orders, pricing, reviews, inventory & suppor

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

A production-grade reference implementation for LLM agent systems: flow declared as a LangGraph graph, Pydantic AI for typed agents, generat

Policy-governed execution layer for AI systems. Enforces deterministic decisions and produces verifiable audit evidence.

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

Distributed Firecracker VM Orchestrator written in Elixir

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

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

Langfuse on GreptimeDB. Self-hosted LLM observability.

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

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

Production-grade double-entry payment ledger in Go — Postgres, REST/gRPC, OpenTelemetry, CI/CD to VPS with GitHub Actions.

AI workspace and runtime for projects, chats, providers, memory, approvals, and supervised agents.

Zero-reflection .NET source generators: [Log] structured logging, [Trace] OpenTelemetry spans, [Aop] aspects (Retry/Cache/Metrics), Dto/Crud

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,

A provider-agnostic scaffolding kit for running structured multi-agent workflows in your codebase.

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

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

Tamper-evident audit trails for AI agents: hash-chained Runtime Records, dependency-free, verifiable by anyone.

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

Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines

Enterprise AI Agent Orchestration Platform — Secure, Observable, Configurable. Multi-agent teams with IAM policies, n8n workflows, LangChain

Loki-compatible API proxy for VictoriaLogs. Use Grafana's native Loki datasource, Explore, and Logs Drilldown with VictoriaLogs. No plugin r

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