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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.

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

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

neatroots: see, check and replay your AI agent's runs on your machine while you build it. Local-first, by Neatlogs.

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

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.

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for

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

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

Open-source, self-hosted analytics for MCP servers

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

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

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

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

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

The execution safety layer for AI agents.

AI agents and workflows for Kotlin Multiplatform, as small typed graphs: loops, parallel steps, streaming, save points and human approval. I

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

Observe AI agent runs and control consequential actions. Signed policies, exact-action approvals, AuthZEN API vetoes and evidence. MCP gatew

Build and operate production-safe agents that run in your own environment.

A typed, replayable, budget-aware programming language for LLM agents. Compiles to Python & TypeScript.

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

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

Deterministic cost / loop / time budgets · full observability · crash-resumable runs · human-approval gates · a memory you own. Self-hosted.

Live code graph that fuses static analysis (tree-sitter) with OpenTelemetry runtime traces, queried over MCP so AI coding agents get real fu