#observability

Understand your agent traces. Identify failures, get improvements.

CI performance intelligence tool — detect outliers, regressions, flaky pipelines, and cost hotspots in GitHub Actions

Batteries-included Go development library

Per-project AI coding harness for Claude Code · Cursor · Codex. Profiler + 10-dim interview build a different harness for every project.

Real-time monitoring of production AI agents.

Open-source delivery platform for TypeScript teams — feature factory, quality gates, CI/GitHub push, 768-pack marketplace, compliance, runtime observer, and AI repair.

A library and SDK to redact sensitive content from GenAI/LLM telemetry (prompts, completions, tool arguments) before it reaches observability backends. Supports OpenTelemetry conventions.

The functional, composable, and typescript-first AI Agent framework for real-world LLM Apps.

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.

CLI for object-oriented design metrics (CK suite: WMC, DIT, NOC, CBO, RFC, LCOM) in TypeScript projects, computed per class from the AST.

Git-native session capture for AI coding agents — rewind, resume, and audit every AI interaction

CLI for querying traces, metrics, and logs from CubeAPM

CLI for managing Grafana instances, dashboards, datasources, alerts, and more

Fast CLI for searching, tracing, and streaming logs across files, Docker containers, and remote hosts using request IDs, trace IDs, and key/value search.

🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any OpenAI-compatible API, MCP for agents. Zero config.

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

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

KYA (Know Your Agents) — Open-source trust, governance, and evidentiary assurance infrastructure for autonomous systems. Built on KYP (Know Your Principal), a unified trust model for human users, AI agents, service accounts, and machine identities.

The client implementation for SkyWalking BanyanDB in Java

Agent control plane for governed AI coding: validate changes, enforce policy gates, track findings, proofs, and evals based on your habits.

One-call OpenTelemetry bootstrap — traces + metrics with OTLP export

ExpressoTS Studio - Developer Experience Platform 🐎

Lightweight plotting to the terminal. 4x resolution via Unicode.

Session viewer for coding agents — browse, search, trace, and export Claude Code, Codex, and Grok conversations

Verification runtime and execution observability for AI-generated web apps.

Laravel Telescope-style observability dashboard for NestJS — requests, queries, exceptions, jobs, cache, mail; Horizon-style live queue console; Pulse-style health. Express & Fastify.

Local-first flight recorder for coding agents : replay every run as a live session map, score the context bill, and write the fix back into AGENTS.md — no API key, one npx command.

A Go-native framework for LLM agents, with OpenTelemetry observability built in.

Real-time, AI-assisted log triage CLI/TUI in Go. Silent on noise, speaks on signal — scores logs locally and escalates only genuine anomalies to an LLM (local Ollama by default).

Multi-language structured logging (TypeScript, Python, Rust, Go) for AWS Lambda and browser — correlation tracking, automatic context gathering, and a Rust/egui desktop log viewer.