Inspiration

We ran into problems with collaborating and coordinating larger projects in github, especially when handling pull requests from different branches and dealing with merge errors. We thought that this was the perfect chance to implement a multiagent model that acts as a github assistant that is specifically designed to deal with these problems.

What it does

Automates commits, creates branches and allocates workloads. It will be a vscode extension.

How we built it

Multiagent framework using langgraph in python.

Challenges we ran into

Turning our project into a vscode extension. Orchestrating our different agents.

Accomplishments that we're proud of

Implemented multiple features:

  • Task Creator
  • Dependencies Mapper
  • Branch Creator
  • Task Allocation
  • Completion checker
  • Git committer
  • Slack Agent We successfully coded an orchestrator that works with the features we implemented.

What we learned

How to build a multiagent system using langgraph and langchain. How to use CAIPE (although we did not implement it).

What's next for Pacer

Jira integration. Agent feedback.

Built With

Share this project:

Updates