Cameron Duncan ⚡️ Ops Architect @AIopsarchitect
Co-Founder https://t.co/SxZg0mVOGs | Now building @nf3_wtf | Ethical AI + Ops for scaling soul-led founders | Systems that don’t suck for people who give a f*ck. 🌱 nf3.wtf Global · Async Joined May 2025-
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Cameron Duncan ⚡️ Ops Architect retweeted
Building and launching an app changed my life I promise you can do the same thing, even with no programming experience at all By far the best tool to do this right now is Claude Code Here is your complete beginner's guide to building your first app with Claude Code: 🧵
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Cameron Duncan ⚡️ Ops Architect retweeted
The best content on X is neither short form nor long form. It’s medium form: 1-2 paragraphs. It’s just short enough to hook someone and explain something interesting. But it’s not too long that people leave before reacting to it. Basically, this exact post.
What do I know more about than anyone else? That’s a lot to ask! Going to have to drill deep for this one.
What do I know more about than anyone else? That’s a lot to ask! Going to have to drill deep for this one.
Yo @AtlasHodld please make some new content. The daily AI @saylor with a splash of BTC orange is as predictable as it is boring. Mix it up. BTS, facts, stats, BTC charting advice - anything other than an AI Generated Saylor looking 20 years younger in some setting he doesn’t…
Empanadas and Football. Bem-vindo ao Brasil!
Taking Nutella’s advice. Making my way back to South Africa to be with my mom after my dad’s recent passing. Expect sporadic replies (if at all) and pieces of advice like “tell your loved ones you love them”. Because the cliches are cliche for a reason unfortunately.
Epic! This is massive.
Cameron Duncan ⚡️ Ops Architect retweeted
Everyone is playing one of three money games: - Survival – Make enough to not die. Money as master. - Success – Make enough to matter. Money as scoreboard. - Sacred – Make enough to authentically create. Money as energy. Money is evil at level 1. Money is good at level 3.
Testing some agents today. Bracing for any comment kickback. But you have to crack a few eggs to make an omelette.
Start each day with: • 30min tech-free • Gut check alignment • System simplicity scan Changed everything: Better decisions Clearer direction Peaceful progress Sometimes the best start is a slow start.
Your systems need realignment when: • Everything's urgent • Nothing's documented • Everyone's stressed 48h transformation: → Priority framework → Clear playbooks → Team autonomy
Cameron Duncan ⚡️ Ops Architect retweeted
how to master AI in 30 days (the exact roadmap):
Nature is the new nightclub.
Cameron Duncan ⚡️ Ops Architect retweeted
Overview of Self-Evolving Agents There is a huge interest in moving from hand-crafted agentic systems to lifelong, adaptive agentic ecosystems. What's the progress, and where are things headed? Let's find out:
Built success metrics around: • Team wellbeing • Community impact • Sustainable growth Revenue followed naturally. Purpose led profit. What unconventional metrics guide your business?
The ethical AI integration framework: • Human patterns first • Tech that serves not strains • Value verification loops Results from 3 clients: → 50% less tools → 40% more clarity → 100% better alignment RT + Like + Comment 🌱 for flow. Must be following to DM.
Biggest business lessons came from: • Lost friendship (contracts matter) • Hotel crisis (systems save) • Crypto mistakes (patience pays) Now build with: • Clear agreements • Simple systems • Aligned growth"
Cameron Duncan ⚡️ Ops Architect retweeted
Building Effective AI Agents with n8n Excited to publicly release the second chapter of our new course on building effective AI agents. This is an ongoing course with live office hours every week. Chapter 3 (context engineering) was released this week. Multi-agents next!
Just optimised a founder's workflow: Before: • Browser tabs chaos • Decision fatigue • Energy leaks After: → One Notion dashboard → Clear decision trees → Natural rhythms RT + Like + Comment 🌱 for flow. Must be following to DM.
Solid advice here, no matter where you are on your business journey.
Solid advice here, no matter where you are on your business journey.
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