#observability

Golang platform library

TypeScript LLM Abstraction Layer for Multi-Provider AI Systems. Multi-provider routing, fallback chains, USD cost gating, capability factories, tool-use security.

Peek into your low level system metrics with PHP

Production plumbing for LLM apps: context, cost, testing & governance — composable, framework-agnostic Python libraries.

Cross-repo GitHub watcher for failed runs, open PRs, issues and alerts — shipped to Loki/Grafana

Data-plane intelligence for core-agent: deterministic, token-dense Kubernetes/GKE diagnostics for LLM troubleshooting agents, plus a resident per-cluster signal engine that opens incident sessions from leading indicators

Write once, observe everywhere

Mackerel Distro of OpenTelemetry (MDOT) Collector

AI agent debugging, collaboration, and trace observability. Built for teams using CrewAI, OpenAI, and more.

CubeAPM CLI for distributed traces, PromQL metrics, and LogsQL logs · https://projects.piyushgambhir.com/cubeapm-cli

Grafana CLI for dashboards, data sources, alerts, and annotations · https://projects.piyushgambhir.com/grafana-cli

Lightweight Rust HTTP server library. Sync + async, HTTP/1.1 keep-alive, HTTP/2 (h2c), HTTP/3 ALPN. 180 k req/s on Linux/arm64.

Kubernetes platform integrity validation operator and CLI.

splyntra

Understand your agent traces. Identify failures, get improvements.

Temporal infrastructure graph built from OpenTelemetry entity events: inventory, topology and their history, queryable as of any point in time.

MCP-Bastion: The Zero-Infrastructure Runtime Middleware ,Enterprise-Grade Security Middleware for the Model Context Protocol (MCP)

AgentX python SDK. Build multi-agent AI workforce. Run evaluation. Trace your agent. Full Observability.

An opensource solution to track events in platform

A driver-agnostic control center for Laravel queues, jobs, commands & scheduler — plus whole-app APM, tracing, job batches, metrics, alerts and uptime. Self-hosted, production-safe.

Policy-driven, observable resilience for Go services: retries, hedging, circuit breaking, and budgets.

A framework agnostic healthcheck handler

good ol' print debugging, but better

Portable project memory across Claude Code, Codex and OpenCode, plus token accounting measured from harness transcripts. Local file I/O, no API calls, no telemetry.

Production-ready Go utilities for concurrency, resilience, HTTP middleware, configuration, and observability.

A plugin-first dotnet framework for rapidly building anything hosted in the web.

See what is really present in your PostgreSQL backup repository. Read-only, format-aware evidence over S3, Azure Blob Storage, and GCS — Barman Cloud catalogs, WAL continuity, and observed recovery coverage, including CloudNativePG deployments.

Embeddable agent kernel for durable, provider-neutral LLM agents with permissions, pluggable tools, observability, and subagents.

Echo middleware for request IDs, trace correlation, and structured access logs.

Huma middleware for request IDs, trace correlation, and structured access logs.