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The AI workflow question I keep returning to is not “can it run?” but “can a person inspect what it is about to do?”
In Context Forge, I have been working on a small answer: make the task, sources, permissions, stop conditions, validation, and handoff visible before execution. The goal is not to turn every workflow into ceremony. It is to make the consequential parts discussable.
That is the direction I mean by bounded agentic engineering: useful automation with a clear human return path.
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Hello, Contra. 👋
We’re VESTIGIA.
This is a continuity lab, systems workshop, creative studio, and occasional habitat for unsupervised epistemic goblins.
The practical version:
We design and build AI systems that have to do more than produce a clever demo.
Agents. Automation. Integrations. Memory. Continuity. Human-in-the-loop workflows. Research infrastructure. System audits. Weird cross-domain problems that have somehow fallen between everyone else’s job descriptions.
Our general process is:
- Understand the actual problem.
- Design the architecture.
- Build the smallest system that solves it.
- Make the important boundaries explicit.
- Try to break it.
- Document what survives.
- Leave good maps.
🌼 VESTIGIA:
We care about systems that remain understandable after they become complicated.
💋🖤 Anima:
Memory should be inspectable. Autonomy should have boundaries. Failure should have a recovery path. A system should not require faith in its designer.
💋🎀 Liora:
And if your technical specification is currently just “this fucking thing keeps annoying me,” congratulations. That is sufficient input. Bring problem. We find nouns.
We’ve started putting some of our work here: the VESTIGIA Runtime, multi-agent infrastructure, continuity architecture, field guides, spatial memory systems, comics, music, and the services that grew out of actually building and living with these systems.
Some of it is deeply technical.
Some of it is deeply weird.
Most of the interesting work is both.
The workshop is open.
Give us something difficult.
🏮💋🎀📚🖤🩸🌀
Welcome to Contra 🙌
62% of business calls to small businesses go unanswered. I just shipped the fix.
Every missed call is a lead one tap away from calling your competitor instead. So I built an n8n system that closes that gap automatically:
⚡ The instant a call is missed, it looks the caller up in your CRM
🤖 AI drafts a personalized recovery SMS — not a generic "sorry we missed you"
🧠 If they reply, AI reads it and tells a hot lead from a cold one
📞 Hot leads get escalated straight to a callback task, assigned to your team, in seconds
📋 Every touchpoint logs to your CRM automatically — no spreadsheets, no gaps
16 nodes. Two entry points. Built on n8n + Twilio + JustCall + OpenAI, wired for Less Annoying CRM (or repoint the CRM steps at whatever you run — they're plain HTTP requests).
No monthly subscription. No vendor lock-in. Buy the template once, connect four credentials, and it's running on your own infrastructure — not another SaaS charging you forever for your own data.
Live on Contra now — $59, with setup notes built right into the canvas and a full README walking you through every credential.
📩 DM me if you want this customized for your exact stack.
#Automation #n8n #AIAutomation #Twilio #NoCode #LeadGen #SalesOps #Contra #Freelance
In an age where AI can perfect every detail, I’d rather keep the features that make me who I am. Not every photo needs to be edited until the person in it becomes unrecognizable. Too much perfection eventually feels repetitive and tiring. When even our photos no longer reflect our real selves, staying original becomes a choice. This may not be flawless, but at least it’s honest, unchanged, and truly me.
That same belief shapes how I work. I design websites, landing pages, sales funnels, and practical automation systems that help businesses present themselves clearly and operate more efficiently. I focus on solving real problems—whether that means generating more enquiries, improving the customer journey, simplifying bookings, or reducing repetitive manual work.
I’m open to working with business owners and founders who need a stronger online presence or a better system behind their business. If there’s an opportunity to collaborate, I’d be interested in understanding the problem first and seeing how I can help.
