AgentIndex icon
AgentIndex
lmnr logo
lmnr
★ 3.4k
vs
patchwork-os logo
patchwork-os
★ 31

lmnr vs patchwork-os

lmnr: Laminar is an open-source observability platform specifically designed for AI agents. It provides comprehensive tools for tracing, evaluation, and monitoring of AI agent behavior and performance.; patchwork-os: Patchwork OS is a local-first personal AI runtime with pluggable model providers, hot-reloadable tools, YAML recipes, a delegation policy with approval queue, and durable trace memory. It runs entirely on your machine under your control, with no telemetry. The same codebase ships two modes: a Claude IDE Bridge for editor integration, and the full Patchwork OS with automation, oversight, and multi-model support.

01

TL;DR

lmnr logo
lmnrObservability · ★ 3.4k

Debugging and understanding the execution flow and internal states of AI agents.

Read lmnr full review →
patchwork-os logo
patchwork-osObservability · ★ 31

Connect Claude Code to your IDE with 170+ tools for diagnostics, debugging, and code quality

Read patchwork-os full review →
02

Side-by-Side Comparison

Field
lmnr logolmnr
patchwork-os logopatchwork-os
Category
Observability
Observability
Stars
★ 3.4k
★ 31
License
Apache-2.0
MIT
Install Command
git clone https://github.com/lmnr-ai/lmnr && cd lmnr && docker compose up -d
npm install -g patchwork-os && patchwork patchwork-init
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Observability, Tracing, LLM Evals
ai-agent, anthropic, approval-queue
03

Features

lmnr logolmnr
01OpenTelemetry-native tracing SDK with support for various AI SDKs (Vercel AI SDK, LangChain, OpenAI, etc.).
02Unopinionated, extensible SDK and CLI for running evals, with a UI for visualizing and comparing results.
03AI monitoring with the ability to define events using natural language descriptions to track agent behavior.
04SQL access to all collected data (traces, metrics, events) via a built-in SQL editor and API.
05High-performance architecture written in Rust, featuring a custom real-time engine and ultra-fast full-text search.
patchwork-os logopatchwork-os
01Pluggable model providers (Claude, GPT, Gemini, Grok, Ollama)
02Hot-reloadable tools with 170+ built-in MCP tools
03YAML automation recipes with cron, webhook, and event triggers
04Delegation policy with risk tiers and approval queue
05Durable trace memory for cross-session context
04

Use Cases

lmnr logolmnr
↳Debugging and understanding the execution flow and internal states of AI agents.
↳Evaluating the performance, quality, and reliability of AI agents and their responses.
↳Monitoring AI agents in production for anomalies, logical errors, and custom business behaviors.
patchwork-os logopatchwork-os
↳Connect Claude Code to your IDE with 170+ tools for diagnostics, debugging, and code quality
↳Automate daily workflows like morning briefs from Gmail, calendar, and tasks
↳Run background agent workflows with event-driven hooks and approval oversight
05

Best For

lmnr logolmnr
EssentialTrending
patchwork-os logopatchwork-os
—
FAQ

FAQ

What is the difference between lmnr and patchwork-os?
Both lmnr and patchwork-os are in the Observability category. lmnr has 3.4k stars, while patchwork-os has 31 stars.
Which is better, lmnr or patchwork-os?
The best choice depends on your use case. Choose lmnr if Debugging and understanding the execution flow and internal states of AI agents., and patchwork-os if Connect Claude Code to your IDE with 170+ tools for diagnostics, debugging, and code quality.
Is lmnr free or open source?
Yes, lmnr is open source on GitHub (Apache-2.0).
Is patchwork-os free or open source?
Yes, patchwork-os is open source on GitHub (MIT).
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