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Notes

Thinking
out loud.

Long-form notes on AI automation, product development and the business of building things that actually work.

5 posts
01
Philosophy5 min read

The MIRROR Principle: why we only sell what we run

Every automation scenario we ship runs live in our own operations before it reaches a client. Here's why that matters — and why most agencies skip it.

May 2026→
02
AI Automation7 min read

AI lead scoring without CRM lock-in

How we built a portable lead scoring layer on top of HubSpot that any team can own, modify, and move — using Claude, Make.com, and plain JSON.

Apr 2026→
03
Product6 min read

Building Photovic: fifty PV proposals in twenty minutes

What we learned building a solar-proposal engine for DACH installers — solar APIs, component compatibility, and why the bottleneck is rarely the panel maths.

Mar 2026→
04
Marketing6 min read

Cold outreach that doesn't feel cold

The playbook we use for B2B outreach campaigns: account research automation, signal-based triggers, and a copy approach that reads like it was written by a human who did their homework.

Feb 2026→
06
AI Automation5 min read

Make.com vs n8n for serious automation work

We've built production workflows on both. Here's an honest comparison — what each platform is actually good for, where they break, and how we choose.

Dec 2025→

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MIRROR·tested on us first · 100%AUTOMATIONS·50 ready to shipCATEGORIES·10 business functionsLIVE PRODUCTS·2 of our ownSTUDIO·Vienna, AT · since 2019MIRROR·tested on us first · 100%AUTOMATIONS·50 ready to shipCATEGORIES·10 business functionsLIVE PRODUCTS·2 of our ownSTUDIO·Vienna, AT · since 2019
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