LINKDING

> Beads - A memory upgrade for your coding agent. I haven't quite gotten the hang of this yet, but I think it has a lot of potential. A persistent, structured memory for coding agents, replacing markdown plans with a dependency-aware graph to handle long-horizon tasks without losing context.

> Lessons I learned while building my own coding agent from scratch.

We talked about this at some length on the [last Ovetired](https://overtiredpod.com/ep/442/). Run multiple AI coding agents simultaneously with lots of usefuly features. Not cheap to implement fully, but powerful.