Artificial Intelligence (AI) is everywhere these days, from powering search engines to creating playlists. For developers like me, AI agents have become indispensable tools—not just for boosting productivity, but for keeping us employed! So to save you the time I spent my free time looking into five popular AI agents—Goose, Replit Agent, Devin, OpenHands, and Swe-Agent-to help you pick the best one for you.
What Are AI Agents?
But first- what are AI Agents? AI agents are software tools designed to execute operations, often without human intervention. Think of them as virtual assistants on steroids—they analyze situations, decide what actions to take, and then handle tasks for you.
These agents can automate workflows, debug code, generate snippets, and more, integrating seamlessly into tools like your terminal or IDE to enable you to work faster and more efficient.
Feature Overview
| features | Goose | Replit Agent | Devin | OpenHands | Swe-Agent |
|---|---|---|---|---|---|
| Open Source | Yes | No | Yes | Yes | No |
| Custom LLM Support | Bring Your Own LLM | Fixed LLM (Replit AI) | Limited to GPT-based LLMs | Limited | Fixed LLM |
| Platform | Terminal, VS Code, IntelliJ | Replit IDE | Terminal | Browser/CLI | IDE/CLI |
| Key Strength | Flexibility, toolkits, and introspection | IDE integration | Dev-first commands | Multi-language support | Code debugging |
| Best For | DevOps, multi-tool workflows, customization | Replit-specific tasks | Lightweight coding tasks | Collaboration and tools | Debugging workflows |
AI Agents in Detail
Goose
Goose is a flexible, semi-autonomous agent designed for developers who value control and customization. It integrates into your workflow, whether you’re working in the terminal, VS Code, or IntelliJ, and as an open-source tool, it lets you add functionality as needed. Goose also stands out for its ability to support any LLM, making it one of the most versatile options.
Its extensive list of toolkits, ranging from RepoContext to Jira integration, covers a wide range of developer needs. Plus, features like GitHub Actions integration and voice interaction make it a standout choice for those who love flexibility.
Replit Agent
If you’re already living in the Replit ecosystem, Replit Agent will feel like a natural extension of your workflow. It’s built right into the IDE, eliminating any daunting setup steps. The fixed LLM doesn't offer as much flexibility as some other agents, but it’s created specifically for Replit tasks like debugging and pair programming. So if you're a huge Replit Fan than this is the agent for you.
Devin
I love how simple and straightforward Devin is. It's a terminal-first AI agent thats perfect for quick coding task and project automation. It doesn't have all the bells and whistles as some of the other AI agents so for simpler task its perfect. Since it only works in the terminal, along with its simplicity I would reccomed this AI agent to beginners.
OpenHands
OpenHands is also an open-source AI agent that truly makes it easy for collaboration. If you’re working in an environment with diverse programming languages and toolchains, this one is perfect for you. OpenHands is a solid choice for teams that need an AI agent that will help keep everyone on the same page.
Swe-Agent
Swe-Agent the go-to choice for debugging. If you’re dealing with anoying bugs or need an AI agent that thrives in error-heavy environments, this one is perfect for you. With its fixed LLM designed specifically for debugging and strong IDE integration, it’s built to boost productivity which will hopefully make your life easier.
How to Choose Your AI Agent
There’s an AI agent for every kind of developer:
- Need flexibility and multi-tool support? Goose’s open-source design offers toolkits and customizable LLM connections.
- Living in Replit? Replit Agent feels like a native part of the IDE.
- Prefer simplicity? Devin offers a clean, terminal-based experience.
- Working with a team? OpenHands brings collaboration and multi-language support.
- Fixing bugs? Swe-Agent is the best for debugging troubles.
Final Thoughts
AI agents were created to make your development process smoother, whether you need automation, debugging, or team collaboration. Goose, Replit Agent, Devin, OpenHands, and Swe-Agent each bring something unique to the table. The best choice depends on your workflow, tools, and goals.
For my personal projects, I’ve chosen Goose. I love that its open-source and allows me to bring my own LLM. I’ll be sharing more blog posts about my experience using Goose, so stay tuned!
What about you? Which AI agent are you using or excited to try? Comment below or tweet me your thoughts and let me know if this guide has helped you.
Top comments (1)
Goose!! Thanks for sharing