sweep VS react-agent

What's the difference with https://sweep.dev ?

- https://sweep.dev have a bot where you create a GitHub comment and it writes the PR to fix it. They have between 30% and 70% success rate. This is pretty bad but they're one of the best today

6️⃣ Sweep AI 🧹

https://github.com/sweepai/sweep arguably already does the work of an "average" programmer

The GitHub repo I researched and found was a repo that utilizes UI to create code changes based on user bug reports https://github.com/sweepai/sweep. This feature works with small errors and is aimed to eliminate developers from opening tickets that involve small bug fixes or refractors. I know that learning a new language often has many set backs and learning curves. After finding this project I believe I can learn some basics of Python while also utilizing UI.

I wanted to share how we got Sweep, an AI-powered junior developer, to use the latest pytorch documentation. We wrote a simple webcrawler using Playwright, which bypasses a lot of issues while scraping. Also, because we only need to crawl documentation, we can filter out common tags in markdown. This lets us accurately crawl and index any docs site. Try it now at https://github.com/sweepai/sweep! You can add docs by going to your sweep.yaml and adding both the keyword and the url.

We have that! You can directly append to our system prompt here to customize Sweep https://github.com/sweepai/sweep/blob/main/sweep.yaml

4️⃣ React Agent 🕵️‍♂️

Well, if you're coding in React, I have an experimental autonomous agent for you https://github.com/eylonmiz/react-agent, still experimental, but nice results so far.

I'm building an OSS React Agent library, in this example, it is reading data and feeding chatGPT from the filesystem, but it can be the same as for any integration, like Google search or scraping results. https://github.com/eylonmiz/react-agent/blob/main/backend/main/react-agent/generateComponents.ts One of the features I'm implementing now is reading library docs from the web, once I finish this feature I could show a full implementation that includes scaping the web, but it should be straightforward using puppeteer integration instead of filesystem integration

Website · Watch Demo · Github Repo · Docs · Discord

I'm using AI assistant tools for coding for the past 3-4 years, for Tabnine to Copilot and ChatGPT. They all go on the auto-completion route, which is nice, but it goes as far as saving me 30% - 70% of the time, making me more productive, let's say I can do 2X instead of 1X. In my humble opinion, it is not enough. I think we are a few steps away from exponential growth in software development speed, but it will be powered by software agents. No linear growth, exponential one. They generate specs, read specs, do PRs, do architecture planning, test code, and search for new libraries and technologies. It won't be linear growth, with no man in the loop (maybe initially), this could lead to the read Extreme programming vision, but autonomous. I've been working on an open-source experiment/project (ReactAgent) doing that for limited spec, using GPT-4, generating React.js (frontend framework) from user stories of a product manager (that BTW, we're also been generated by ChatGPT). I would love to know what you think, or even talk about how you see the future of software development! Repo: https://github.com/eylonmiz/react-agent Demo Video: Watch Demo » Website: https://reactagent.io/

I would love to know what you think, or even talk about how you see the future of software development!

Repo: https://github.com/eylonmiz/react-agent

as a self-taught web developer, that worked at multiple startups and co-founded a few of my own, my only advice is hard work on real projects. you can also work on OSS projects. if you're willing to work on an OSS project, I have one of my own that just started, I could also mentor you and help you get a paying job, this is the project: https://github.com/eylonmiz/react-agent