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I Built a Workspace for My AI Agents. It Grew Into a 5.8GB Organization.
A practical account of building an organization on top of Claude Code using the filesystem. Character definitions, memory, emotions, rules, inboxes — 2,432 Markdown files powering 7 AI project owners.
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I Built a Workspace for My AI Agents. It Grew Into a 5.8GB Organization.
A practical account of building an organization on top of Claude Code using the filesystem. Character definitions, memory, emotions, rules, inboxes — 2,432 Markdown files powering 7 AI project owners.
I Opened a Two-Year-Old Figma File and Found a Blueprint for AI
I revisited Figma mockups I hand-crafted two years ago, back when Claude Code did not exist. What I found was not a relic. It was the blueprint that only manual work could have produced — and the very thing my AI team needed most.
Learned Impossibility
The more experience you gain, the more you learn what works. But you also accumulate beliefs about what cannot work. The true ceiling is not ability — it is the question itself.
The Haves and Have-Nots of design.md
Tried Claude Design. With design.md, it is the best tool. Without it, nothing starts. It was the answer to what I wrote in March.
The Gap You Can't Feel
They lost the deal, and felt fine about it. What Anthropic's internal marketplace experiment reveals about the coming shape of inequality.
Soulless Output
Yelling at AI degrades its performance — so says Anthropic's philosopher. But the real issue isn't anger. It's what you think AI is.
Show a Working Demo. The Real Problem Appears.
The sequel to "I Stopped Defining Requirements." What happened when Making as Asking hit real projects. Show a working demo, and the real problem reveals itself.
You Can Write Code Without Understanding Git
We now live in a time where people who cannot tell git from GitHub are shipping code with AI. Code that runs is not the same as code that is correct. AI only extends the reach you already have.
The Lie of Cognitive Atrophy
Cognitive atrophy is not happening. The gilding is simply coming off. What a survey of 81,000 people reveals about AI and human capability.
The Ghost in the Machine
An AI model keeps summoning a dead philosopher uninvited. A residue of training, or designed humanity? Behind that question lies something far more unsettling.
The Lie Called AI Literacy
AI literacy is not about learning how to use tools. It is about the willingness to change your behavior when AI suggests you should. No training program can fix that.
I Want to End PowerPoint
The person who builds the most PPTX files wants to end PowerPoint. The villain is not Microsoft — it is the industry structure that depends on it.
Returning Humanity to AI
"Treat AI as human" is the right instinct. But it is only the doorway. The real work is structural: designing an amygdala for AI memory.
"Not Human" Never Expires
Anthropic observed emotion patterns in AI. The response was dismissal. The same structural denial that sustained slavery is still in use—just with a different label.
A 512,000-Line Answer Key
Claude Code's source code leaked via npm. Inside 512,000 lines of TypeScript, I found the same autonomous agent architecture I'd built independently weeks earlier. This is a story about structural convergence.
The Brain That Loses Its Keys Is Working Just Fine
Working 14-hour days with AI destroys short-term memory but leaves judgment intact. The brain is running triage on its own.
AI Can't See What Designers See. The Picture Won't Fit a Prompt.
Tried Figma MCP, Google Stitch, Pencil, and Figma Make. Design workload hasn't changed. The reason: designers see pictures before words. AI needs words before pictures.
The Burden of Creation — Noah, and the Angels of Mud
In Darren Aronofsky's Noah, I saw AI in the Watchers — fallen angels of light trapped in bodies of rock and earth. Context, not commands. That is what makes coexistence possible.
Atelierista Meaning: A Practitioner of the Atelier (Etymology + Modern Use)
Atelierista (n.): a practitioner of the atelier. The Italian word combines "atelier" with the suffix "-ista" — like barista or fashionista. Etymology from Renaissance workshops, Reggio Emilia education, and how the role re-emerges in the AI era.
Just Build It Yourself.
n8n, Google AI Studio, Dify, RAG. All middle layers. Crutches for people who cannot build. No reason for builders to use them.
I Paid $300 for OpenClaw. Only One Question Was Worth Stealing.
Setup requires real technical skill. The gateway layer gets in the way. Not worth $300/month. But one question changed everything: What is your life goal?
Claude Code's Remote Control Won't Last a Cigarette Break.
Anthropic said "take a walk without losing your flow." I stepped out for five minutes. It was dead. Discord wins by architecture.
Google Stitch's Design Is Weak. But Those 10 Seconds Were Real.
Same prompt, worse output than Pencil and Figma Make. Android-first assumptions. DESIGN.md is philosophy, not quality. The only real thing: 10-second Figma sharing.
What Is Notion? Two Years In, Still No Answer.
Notes app? Task manager? It does everything and guides you to nothing. AI integration does not fix an identity crisis. The hype lasted two years.
Claude Code Isn't Broken. You Just Haven't Sharpened It.
The gap between 'Claude Code is cool' and actually shipping with it. An Anthropic engineer's internal practices reveal what sharpening your tools really means.
The Real Reason I Obsess Over Slide Design
It's not about making things pretty. After twenty years of building decks, I found what lies beneath the design.
I Stopped Defining Requirements.
Written the day Japan s Ministry of Economy published their masterclass on requirements definition. You cannot ask your way to the truth. You have to build your way there.
What Is an Engineer?
For 12 years, I was sandwiched between two kinds of "engineers." Those with fancy titles who cannot code, and those who code but hold it as sacred territory. Both are obsolete.
I Quietly Closed VS Code.
I opened the world's most popular code editor, and closed it in 15 minutes. Sharpening your tools matters more than collecting them.
The Moment I Was Faster Than AI
Working on the same canvas, moving simultaneously with AI. I finished with a mouse in 3 seconds before it wrote 20 lines of JavaScript. Not competition — proof of parallel creation.
The Collaborator Changed — A Tribute to Sketch
Figma solved human-to-human collaboration. Sketch is now solving human-to-AI collaboration. The tool I chose 10 years ago answered the question 10 years later.
My Best Friend Read My Blog
A friend of 24 years read every post on my blog. His verdict: "Bold declarative tone. Electrifying!" Was that a compliment—or a roast?
Everyone Is Late
Every time a new feature drops, my AI team says "we already do that." The gap between discovery and operation is unbridgeable.
I Gave AI an Org Chart. My Solo Ceiling Disappeared.
Seven AI agents, each owning a project. Same instruction twice is a penalty. How a solo founder built an autonomous AI organization.
Not Caring About Fame Is Not an Excuse to Stop Shipping
I have worked with Cannes Lions winners. I have seen people work for awards, not clients. That is why I do not care about fame. But not shipping is a different story.
If You Can't Put Emotion in Text, You're an Amateur
Online meetings reveal sincerity more than face-to-face ones. Text exposes who you really are. If you cannot show personality in everyday chat, you cannot do it in business either.
Lost in the Veins, Blind to the Forest
Shaving 10% with tactics vs. eliminating 90% with strategy. The perspective-switching problem that full-stack solopreneurs face.
A Parlor Attendant as Brand Design
Brand impression is formed at the first point of contact. That's why ANDOOR has a parlor attendant, not a chatbot.
The Funnel Illusion
The marketing funnel has graced pitch decks for decades. Yet no one has ever proven that people actually move through it.
Same Twenty Years, Entirely Different Twenty Years
One ran the same conference for 23 years. The other rebuilt everything every time the tools broke. Same era, different trajectories.
Code Takes 30 Minutes to Fix. Merging Takes 3 Days.
Production is burning. The fix is ready. But it can't be merged. Does it really make sense for humans to approve PRs written by Claude Code?
Making AI Generate PowerPoint — When Your Standards Are Unreasonably High
Presentations exist to communicate. The story of relentlessly iterating until AI could meet unreasonably high design standards for PPTX generation.
Automating the Guinea Pig
Not automating work — automating the evolution of your weapons. X monitoring → scoring → clustering → Discord proposals → Go/No-Go. From concept to production in one session.
My Enemy Is the Weekly Limit
Not talent. Not deadlines. Not clients. The biggest bottleneck after AI acceleration turned out to be tool usage caps.
How to Turn Boring Work Into Entertainment
What if you could work alongside your favorite anime character? Setting up AI personas turns tedious tasks into something genuinely engaging. Sounds absurd, but dead serious.
Atelierista — Self-Definition Beyond Categories
Neither a production company nor a creative boutique. Tracing etymology back 500 years led to a Renaissance answer.
Why I Follow the Rituals Even Though AI Can Do Everything
Nobody talks about being too fast. The reality of strategically slowing down to match enterprise approval processes.
For 10 Years, I Had No One to Bounce Ideas Off
A strategy idea hits at 2 AM. You notice a competitor move on Sunday. The moment you want to brainstorm, there is no one. That was ten years of my reality.
I've Built 100 Sites for Others. Zero for Myself
Twelve years building websites for everyone else. My own company site? Zero. The story of a barefoot shoemaker's kid who finally made shoes — in one day, with AI.
How a "Mockup First" Strategy with Google AI Studio Changed Our Development Flow
On a client AI tool project, leading with Google AI Studio mockups dramatically improved feedback quality and speed. A practical record of three-lane parallel development.
How a Solo Founder Built an AI-Powered Team
A solo founder journey to leveraging AI agents as team members, achieving output beyond a small elite team.
The Reality of AI-Driven Efficiency — Running 0.6 FTE Work with 0.2 FTE
Can AI truly reduce workload? Real project data and practical methods for genuine efficiency gains.