rustyhand
★ 20
vs
lmnr
★ 3.4k
rustyhand vs lmnr
rustyhand: RustyHand is an open-source Agent Operating System built in Rust. It runs autonomous agents that work for you on schedules, with Telegram as the primary interface. It supports 26 LLM providers, 37 channel adapters, 61 built-in tools, and 16 security layers.; 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.
01
TL;DR
rustyhandObservability · ★ 20
Autonomous scheduled tasks like monitoring, lead generation, and reporting
lmnrObservability · ★ 3.4k
Debugging and understanding the execution flow and internal states of AI agents.
02
Side-by-Side Comparison
Field
rustyhandlmnrCategory
Observability
Observability
Stars
★ 20
★ 3.4k
License
MIT
Apache-2.0
Install Command
curl -fsSL https://raw.githubusercontent.com/ginkida/rustyhand/main/scripts/install.sh | sh
git clone https://github.com/lmnr-ai/lmnr && cd lmnr && docker compose up -d
Updated
1mo ago
1d ago
Open Source
Yes
Yes
Tags
agent-framework, agent-os, ai
AI Observability, Tracing, LLM Evals
03
Features
rustyhand01Telegram-first autonomous agent with vision, voice, and inline approval
0261 built-in tools including web search, browser, RAG, and knowledge graph
0326 LLM providers with automatic fallback and intelligent routing
0437 channel adapters (Telegram, Discord, Slack, etc.)
05MCP integration enabling AI agents to control the Agent OS
lmnr01OpenTelemetry-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.
04
Use Cases
rustyhand↳Autonomous scheduled tasks like monitoring, lead generation, and reporting
↳Telegram-based agent interaction with photos, voice, and files
↳Multi-agent orchestration via A2A protocol for complex workflows
lmnr↳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.
05
Best For
rustyhand—
lmnrEssentialTrending
FAQ
FAQ
What is the difference between rustyhand and lmnr?
Both rustyhand and lmnr are in the Observability category. rustyhand has 20 stars, while lmnr has 3.4k stars.
Which is better, rustyhand or lmnr?
The best choice depends on your use case. Choose rustyhand if Autonomous scheduled tasks like monitoring, lead generation, and reporting, and lmnr if Debugging and understanding the execution flow and internal states of AI agents..
Is rustyhand free or open source?
Yes, rustyhand is open source on GitHub (MIT).
Is lmnr free or open source?
Yes, lmnr is open source on GitHub (Apache-2.0).
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