Just finished building my first local-first AI workstation. Mac Mini M4 (64GB) Ollama Gemma Claude Code Python Next.js Airtable Custom dashboard The goal is simple: combine local AI, coding agents, and business workflow automation into one dashboard. Still early, but it’s already replacing several disconnected tools and workflows. Working on adding RAG, MCP integrations, vector search, memory, and agent orchestration next. 🔥 🤖💻🚀 @DigitalCurrensy @LABELIQAI

I just published Building In Public Vol. 10: The Sovereign Reset, AI Agents, & The Agency Pivot medium.com/@labeliqai/buildi… via @Medium @labeliqai @DMCAICOIN

I just rejected a $100,000 extortion fee to save my company @LABELIQAI A 409A valuation audit recently revealed a hard truth: I wasn't an owner. I was a tenant. I was building a "wrapper" on top of a partner’s proprietary stack. When I tried to fix it and secure my IP, I was held ransom for six figures. But the hardest pill to swallow wasn't the money. It was the source. For the last 5 years, I fought the "VC Blockade." I pitched 200 investors. They all said no. So I bootstrapped. I hired "Skinfolk." I thought shared identity meant shared integrity. The data proved me wrong. Since 2018, I’ve been ghosted, finessed, and stalled by minority founders who used our community as a shield to hide their incompetence. I’ve had code hijacked. I’ve had my vision held hostage by foreign developers. Today, I’m taking the filter off. I’m breaking down the exact numbers, the names, and the "Non-Technical Founder Tax" that no one talks about. Building in Public Vol. 9: The Color of Exploitation & The Price of Sovereignty. We are done with the "Skinfolk discount." We are done with foreign dependency. Label IQ AI is moving to independent US infrastructure. If you are tired of building on rented land, you need to read this. The tuition was expensive. The game is free. 👇 Full Story medium.com/p/building-in-pub…

I just rejected a $100,000 extortion fee to save my company @LABELIQAI A 409A valuation audit recently revealed a hard truth: I wasn't an owner. I was a tenant. I was building a "wrapper" on top of a partner’s proprietary stack. When I tried to fix it and secure my IP, I was held ransom for six figures. But the hardest pill to swallow wasn't the money. It was the source. For the last 5 years, I fought the "VC Blockade." I pitched 200 investors. They all said no. So I bootstrapped. I hired "Skinfolk." I thought shared identity meant shared integrity. The data proved me wrong. Since 2018, I’ve been ghosted, finessed, and stalled by minority founders who used our community as a shield to hide their incompetence. I’ve had code hijacked. I’ve had my vision held hostage by foreign developers. Today, I’m taking the filter off. I’m breaking down the exact numbers, the names, and the "Non-Technical Founder Tax" that no one talks about. Building in Public Vol. 9: The Color of Exploitation & The Price of Sovereignty. We are done with the "Skinfolk discount." We are done with foreign dependency. Label IQ AI is moving to independent US infrastructure. If you are tired of building on rented land, you need to read this. The tuition was expensive. The game is free. 👇 Full Story medium.com/p/building-in-pub…

Since 2020, I’ve fought a silent war to build in the Tech / Web 3 / AI space as a non-technical Black founder. It is a different sport. You are often building in rooms where people doubt your capital, question your intelligence, and try to sell you dependency disguised as partnership. I’ve been stalled, negotiated into corners, and forced to learn the difference between having a title and having control. Tomorrow, the filter is gone. I’m done protecting the industry standard. I’m sharing the raw truth about what it actually takes to build something that is truly yours. Not the PR version. The version that keeps founders up at night. Building in Public: Vol 9. 100% Facts. No chaser. Turn your notifications on. 🔔

POV: Grammy Weekend: Streamer gets a key light and a staffer. Rapper gets “VIP… in theory.” Mods outrank artists and managers at the door. If you can pull 100k with one notification, you’re the show now. Everyone else is background. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai

POV: Grammy Weekend: Streamer gets a key light and a staffer. Rapper gets “VIP… in theory.” Mods outrank artists and managers at the door. If you can pull 100k with one notification, you’re the show now. Everyone else is background. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai

POV: Grammy Weekend Press Junket: 2-3 different mics, same “How does it feel to be here?” like they copy-pasted a brain. Radio row: wrong song and city names all down the line “Perfect, that’ll play all week.” They’re not interviewing you. They’re farming content. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai #grammys

Viral today, gone tomorrow. Build to last. Just followed you would really appreciate a follow back. @IAmAdrianSwish

POV: Grammy Weekend Press Junket: 2-3 different mics, same “How does it feel to be here?” like they copy-pasted a brain. Radio row: wrong song and city names all down the line “Perfect, that’ll play all week.” They’re not interviewing you. They’re farming content. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai #grammys

POV: “You didn’t win. You just went viral.” That’s the coldest truth in the industry right now. Genre gentrification is real. the algorithm loved you, the infrastructure didn’t. 🥶😎 Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai

POV: “You didn’t win. You just went viral.” That’s the coldest truth in the industry right now. Genre gentrification is real. the algorithm loved you, the infrastructure didn’t. 🥶😎 Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai #grammys

POV: Compliment checkpoint in the lobby. Ugly-face checkpoint at the door. Room key locked for low enthusiasm. Entrance denied for being “too perfect, probably AI.” Grammy weekend is side quests. The music is the background. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai

POV: Compliment checkpoint in the lobby. Ugly-face checkpoint at the door. Room key locked for low enthusiasm. Entrance denied for being “too perfect, probably AI.” Grammy weekend is side quests. The music is the background. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #labeliqai #capcutcpp #ai

POV “Put him by the famous people.” “Tag him as ambience.” This is what “we see you, king” looks like in practice. Visible in every frame, invisible in every credit. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #capcutcpp #ai #labeliqai

POV “Put him by the famous people.” “Tag him as ambience.” This is what “we see you, king” looks like in practice. Visible in every frame, invisible in every credit. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement #capcutcpp #ai #labeliqai

POV: Forklift to “elevate the shot.” Color grade to “make him humble.” Whole budget on the image. Zero budget on the music. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement

POV: Forklift to “elevate the shot.” Color grade to “make him humble.” Whole budget on the image. Zero budget on the music. Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement

POV: Label boardroom: “We need a feature.” System wheels in… feet. Late-night session: “We need it mastered by tonight.” Sensei taps the hard drive once like a blessing. This is what happens when people who don’t make music run the places that sell music. 💀 Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement

POV: Label boardroom: “We need a feature.” System wheels in… feet. Late-night session: “We need it mastered by tonight.” Sensei taps the hard drive once like a blessing. This is what happens when people who don’t make music run the places that sell music. 💀 Artists & Creators: Learn to Own your IP to monetize your fan community @LABELIQAI ➡️ APP.LABELIQ.AI @DMCAICOIN x $DMCAI / $SOL Not Financial Advice. No Guaranteed Returns. Advertisement