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2 contributions to Clief Notes
My dad died when I was 15. Today is his birthday.
***A note before you read: this post talks about losing a parent to drug overdose, addiction, and some of the harder parts of growing up through that. If any of this hits close to home, take care of yourself first.*** This is personal, not ai related but feel its important to share. Both @Matthew Creamer and I lost our fathers to drug overdoses. I don't say that for sympathy. I say it because it's the kind of thing that rewires your entire life and I think some of you need to hear that the people building this thing with you know what it feels like to start from somewhere broken. My dad was a good man. I need you to know that before anything else. He was loving, he was present, he was the kind of father who wanted his son to never have to grind through the kind of work he did. He spent his life in construction, the kind that wears your body down year after year, and he always told me he wanted something different for me. He wanted to retire the whole family one day. He wanted to leave a mark on the world and he wanted me to do the same. He just had his demons, and one night when I was 15 they took him from me. A month after my birthday so I was still basically 14 years old and I found him on the couch and that was it. Everything after that moment I had to figure out on my own. I learned how to trim my beard without him standing behind me in the mirror. I learned how to haggle with taxi drivers in countries he never got to see. I broke my heart for the first time and had nobody to call who could tell me what that kind of pain actually means when you're young and don't know who you are yet. I fell into addiction myself somehow escaped after a lot of battles. I joined the Marine Corps and that brought its own tragedies, its own weight. I climbed the tallest mountain in Europe. I walked across the grand sands of the Middle East. I have tasted war and peace, depression and anger, and so much more that I am still learning how to carry.
My dad died when I was 15. Today is his birthday.
0 likes • Mar 13
Happy birthday for your father. The loss is immeasurable. I too lost my father at 15. It took until I was 45 to recover from the cascade of mental health challenges and self-sabotage that ensued. Thank you for making this community. I'm new here and was inspired by your recent "stop making agents" social posts. Here to learn and contribute. Have a transformative day everyone.
Who's here? Drop your intro.
Tell us three things: 1. What you do (job, industry, student, career-changer, whatever) 2. What brought you to Clief Notes 3. One thing you're trying to figure out right now related to computing or AI I'll respond to every single one. And read each other's intros too because the person who's stuck on the same problem as you might already be in this thread. I'll go first I am Jake, I have been working in tech for 15 Years, building with Generative AI for 3 Years straight now! Excited to teach and learn! That's it. Simple, scannable, gives you data on who's joining and what they need, and keeps the feed clear for content that retains people past week one.
1 like • Mar 11
Hi Jake et Al, ### What I do I’m part of a small team running a registered automation business in Western Australia called Automator.au. We work with small service businesses to build practical AI systems that handle things like answering phones, capturing bookings, and connecting customer enquiries with the tools those businesses already use. Our first serious system was a voice receptionist for a cleaning company. Building it took far more hard yards than we expected. Getting speech recognition, booking logic, pricing rules, calendars and messaging to behave reliably exposed how many fragile moving parts sit behind the idea of an “AI agent”. That experience shifted how we think about the work. We’ve become less interested in the idea of agents as clever personalities and more interested in identifying where a business needs connective tissue between siloed workflows. ### What brought me to Clief Notes My background is in communications design and systems thinking rather than programming. Most of what I know about computing has come from building things and then trying to understand why they break. I’m here because I want a clearer understanding of the computing layer underneath the AI tools we’re using. I’m not trying to become a full-time developer, but I do want enough fluency to design systems that are understandable and maintainable. ### One thing I’m trying to figure out right now I’m trying to understand better architectural patterns for AI systems. The voice system we built works, but maintaining it has shown how quickly these systems can become tangled when they’re made up of prompts, tools, APIs and scripts spread across multiple platforms. Right now I’m interested in how to structure these systems so they remain understandable for the humans maintaining them — less “magic agent”, more clear structure and reliable connective tissue between the workflows a business already depends on.
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Szo Stefan
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@szo-stefan-3057
Emergent, divergent, queer.

Active 45m ago
Joined Mar 11, 2026
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