Secrets of AI Agents

AI
May 25, 2025

This article breaks down 10 top tools—from no-code to deep-code—that make building autonomous AI agents accessible to everyone.

The AI gold rush has shifted from prebuilt tools to platforms that let anyone build autonomous agents. These systems, once hype, are now essential—with 64% of enterprises using agents for core processes, according to Lyzr’s H1 2025 report.


What are AI Agents?

AI agents are intelligent programs that operate independently, performing tasks without ongoing oversight.


How to Build One


Thanks to modern frameworks, creating AI agents is more accessible than ever. Tools span no-code to deep-code, allowing anyone to turn ideas into working systems.


Here are the Top 10 AI Agent Builders and Frameworks:


No-Code Platforms:

  1. BuildThatIdea – Build AI apps fast with simple prompts. Supports multiple LLMs. Great for testing monetizable ideas.
  2. Browser Use – Automates web tasks with vision + HTML parsing. Ideal for non-coders doing online automation.

Low-Code/Frameworks:

  1. n8n – Drag-and-drop workflows that integrate AI with over 400+ apps.
  2. Voiceflow – Build AI agents for voice/chat support with human fallback.
  3. CrewAI – Create multi-agent workflows with tracking and human oversight.
  4. Scout – CLI and studio for AI pipelines, web scraping, and data ingestion.

Code-Based Frameworks:

  1. elizaOS – TypeScript framework for multi-agent systems across platforms.
  2. LlamaIndex – Build agents that use enterprise data with retrieval-augmented generation.
  3. LangGraph – Adds state management, moderation, and human checkpoints to complex agents.
  4. Smolagents – Lightweight library for agents that write and run code.


Conclusion:


AI agent frameworks now serve both non-technical creators and deep-stack engineers. Whether you're shipping no-code chatbots or integrating intelligent agents into enterprise apps, the tools are here. Choose wisely—today’s framework is tomorrow’s automation backbone.

Curator's Notes