---
title: "Reactive Agent Workflows With Autoplan and Autoimplement"
date: 2026-08-19
canonical: https://solmaz.io/x/2090167392878117288/
x_url: https://x.com/onusoz/status/2090167392878117288
license: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)
---

God save my soul

I might have built quite a bit of a rube goldberg machine here in pi

My "autoimplement" skill of 6 months is now an actual graph based workflow

I even have "autoplan". It automates the inquisition I make the model perform on itself. It creates the plan, and pings me on telegram whether or not to move forward with it

The idea is to have reactive agents which auto-react to events, plan, ask for approval and then fix things as autonomously as possible

The good thing is, I can now enforce the model programmatically not to chase P2 and P3 review issues ad infinitum

Same for long running CI. I can now automatically detect inefficient CI that takes longer than 5~10 minutes and optimize it automatically as well

Let me know what works for you and what breaks (wip):