Hey Everyone!

So like as most people here I'm building out my platform and overall product, (Doin great btw! Thanks), overtime my workflow sat between managing and orchestrating agents which would dry repeat mistakes made by previous sessions or agents, as the codebase grew larger the mistakes, And gaps in the integration between different features in the codebase were also becoming more apparent.

That was until like 2 months ago where I started to use an in-house system I developed called "ForgeDock" here is the basic idea, It essentially converts GitHub issues, Pull requests, Comments and all other possible information accessible by the GitHub CLI into a citable knowledge base for all agents and orchestrators for Claude Code, i.e. each agent when it picks up an issue to solve has a full understanding of what, where, how, when, who essentially, This gives any given agent a very granular task to perform with tailor made context for each issue.

A GitHub issue can be anything from an investigation task to a Research task, Bug fix or any no of things.

Sitting on top of this is an orchestration layer which can spin up multiple agents at one time in different waves, Waves allow the work to split into non-conflicting levels, like for example 4 issues touch the same file to prevent conflict risk it'll intelligently split them into separate ways.

You just go to Claude code and say "Orchestrate the new features' milestone" and walk away and come back to polished high quality fully integrated and wired production level systems. Forgedock handles it all from that one prompt. It'll investigate, create new issues, scope them and plan orchestration waves, work on them, review them and merge them to the milestone branch, and it loops until its fully delivered. The reviews can create new issues if any found per PR.

When I showed it to my friends, they immediately started to freak out, I just thought it would be useful to all!

This pipeline has orchestrated over 20k issues for my project as a solo developer for a production level application I can put my name on serving real clients, and users, between new features, Bugs, Security hardening, Integration touchpoints, Competitor research, search engine optimization and so many other classes of issues.

I am making an explainer video which will allow people to grasp the idea better more quickly happy to explain in comments if you have questions, in the meantime please to check it out and leave a star if it was useful for you fully open source 😄

[https://github.com/RapierCraftStudios/ForgeDock](https://github.com/RapierCraftStudios/ForgeDock)

Built a System which uses GitHub as knowledge graph for Claude Code And the results have been phenomenal.