We just open-sourced our entire scripting platform
Like, the whole thing… 🛠️
All our internal mini-apps, the core scripting language, the HITL patterns we’ve been using… it’s all on GitHub now!
Here’s why this is actually a big deal…
The “magic button” era of AI is basicaly over. And honestly, it’s about time?!?!?!
Companies are FINALLY realizing that black box agents making random decisions in your B2B processes is kinda insane. You don’t want some autonomous agent just… deciding things in your high-value operations without any control or visibility.
Nah.
What you actually need is something deterministic.
Something you can script, audit, and actually understand.
Glass box workflows instead of black box chaos.
That’s the whole philosophy behind purposewrite btw.
It’s this simple-code environment that sits right between rigid old-school automation and the waaaay too unpredictable LLM stuff.
You take that secret sauce your best strategists have (you know, the stuff that actually works) and turn it into an executable application that doesn’t go rogue.
What’s in the repo:
1. Our Article Writer
A system that forces an actual strategic process:
Target Audience first → Pain Points → Tone of voice → SEO → then draft.
Not just generic AI slop.
2. Multi-LLM orchestration scripts
Using Gemini for research but Claude for writing because different models are good at different things — and why pay premium prices for everything?
3. Real HITL integration patterns
Loop-until logic. Human approval gates.
The stuff that keeps bad content from going out.
Think about it.
The bottleneck in knowledge work isn’t that we lack intelligence anymore.
It’s that we lack process enforcement.
We’ve got sooo much AI power but zero discipline in how we use it 😊
Scripted HITL workflows solve this.
They let you hardcode your best practices while still leveraging LLM capabilities where they actually make sense.
👉 Grab the open-source examples and start building: https://github.com/Petter-Pmagi/purposewrite-examples
Build workflows that are actually controllable.
Engineer your processes instead of hoping AI figures it out.
