AgentIndex icon
AgentIndex
better-agents logo
better-agents
★ 1.6k
vs
ai-agents-from-scratch logo
ai-agents-from-scratch
★ 4.9k

better-agents vs ai-agents-from-scratch

better-agents: Better Agents is a CLI tool and standard that enhances coding assistants by making them experts in various agent frameworks. It provides a structured approach for building, testing, and maintaining production-ready AI agents, promoting best practices.; ai-agents-from-scratch: This repository teaches you to build AI agents from first principles using local LLMs and node-llama-cpp, emphasizing a deep understanding of agent fundamentals before using production frameworks. It guides learners through building agent components like tools, memory, and reasoning patterns, culminating in rebuilding core LangChain and LangGraph concepts.

01

TL;DR

better-agents logo
better-agentsDev Tooling · ★ 1.6k

Kickstarting new AI agent projects with industry best practices.

Read better-agents full review →
ai-agents-from-scratch logo
ai-agents-from-scratchDev Tooling · ★ 4.9k

Educational resource for AI agent development fundamentals.

Read ai-agents-from-scratch full review →
02

Side-by-Side Comparison

Field
better-agents logobetter-agents
ai-agents-from-scratch logoai-agents-from-scratch
Category
Dev Tooling
Dev Tooling
Stars
★ 1.6k
★ 4.9k
License
MIT
MIT
Install Command
npm install -g @langwatch/better-agents
npm install
Updated
4mo ago
3mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
CLI, Agent Development, AI Agents
AI Agents, Node.js, JavaScript
03

Features

better-agents logobetter-agents
01Standardized Agent Project Structure
02End-to-end Agent Scenario Testing
03Versioned Prompt Management
04Performance Evaluation Notebooks
05Built-in Observability
ai-agents-from-scratch logoai-agents-from-scratch
01Building AI agents from scratch with local LLMs.
02Understanding fundamental LLM concepts and inference pipelines.
03Implementing tool use, memory management, and reasoning patterns (ReAct, AoT).
04Learning to optimize agent performance (batch processing, streaming).
05Rebuilding core abstractions of LangChain and LangGraph frameworks.
04

Use Cases

better-agents logobetter-agents
↳Kickstarting new AI agent projects with industry best practices.
↳Integrating and leveraging various agent frameworks with coding assistants.
↳Developing and maintaining production-ready, testable, and observable agents.
ai-agents-from-scratch logoai-agents-from-scratch
↳Educational resource for AI agent development fundamentals.
↳Deepening understanding of existing AI agent frameworks like LangChain.
↳Developing custom AI agent solutions from first principles.
FAQ

FAQ

What is the difference between better-agents and ai-agents-from-scratch?
Both better-agents and ai-agents-from-scratch are in the Dev Tooling category. better-agents has 1.6k stars, while ai-agents-from-scratch has 4.9k stars.
Which is better, better-agents or ai-agents-from-scratch?
The best choice depends on your use case. Choose better-agents if Kickstarting new AI agent projects with industry best practices., and ai-agents-from-scratch if Educational resource for AI agent development fundamentals..
Is better-agents free or open source?
Yes, better-agents is open source on GitHub (MIT).
Is ai-agents-from-scratch free or open source?
Yes, ai-agents-from-scratch is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to better-agents →Alternatives to ai-agents-from-scratch →better-agents details →ai-agents-from-scratch details →