Tag Archives: startup

Constraints


We can use constraints to build the most important value first.

For my decision integrity AI app, I’m focusing on problems in the most important deals founders of products and intellectual property face. My AI app’s output in phase 1 is raw. Instead of focusing on how clean it looks, I’m focused on the value it provides. Limited time and coding experience are my constraints. Therefore, I will move on to build the value in phase 2. I will improve my app’s appearance in the future. I just don’t want to get bogged down on aesthetics right now. Solving issues in my users’ dealmaking are my most important goal at this stage.

#constraints #AI #artificialintelligence #aiapp #startup

Leave a comment

Filed under Artificial Intelligence, Business, Entrepreneurship, Technology

My Obsession.


I’m obsessed with AI and my mission to help founders of intellectual property (“IP”) and products with it. It helps me to push through my recent 11-hour streak to fix bugs in my decision integrity AI app. During my work breaks, I consume books and videos on AI. I write down ideas in developing my product. I type notes on how it could help my users.

The following are my next steps in building my baby IP:

  1. Session 1 (next 1-2 hours) — Logo and basic header.
  2. Session 2 (1-2 hours) — Privacy Policy + Terms of Service pages.
  3. Session 3 (2-3 hours) — User authentication.
  4. Session 4 (1-2 hours) — Landing page.
  5. Session 5 (1 hour) — End-to-end testing.

My minimum viable product (“MVP”) launch for my decision integrity AI app has been pushed back due to bugs that I had to fix. My MVP target date is now Monday May 18, 2026.

Leave a comment

Filed under Artificial Intelligence, Business, Entrepreneurship

Don’t assume your AI’s suggestion is the next best move. Keep asking your AI questions.


I’m realizing that since my switch from OpenAI’s ChatGPT to Claude Cowork as my lead coder to guide me as a vibe coder and AI architect, at times, Claude would skip steps in the process like ChatGPT. If we executed a part of Bubble app’s process before, it assumes I would do it. I had an intuition to do it, but I thought that step in the process was not necessary since it didn’t mention it.

Once, ChatGPT suggested I delete 2 days of vibe coding work I did, but I corrected it. It backtracked and told me I was right. So far, Claude has not made such a bad suggestion yet.

I think it is important to not completely take the advice of any AI you’re working with if you know or have a feeling that a certain step should or should not be taken. Keep asking it questions before proceeding. Patience is key in the process of vibe coding.

Leave a comment

Filed under Artificial Intelligence, Entrepreneurship

AI Disagreements & Bugs


Now that I’m using Anthropic’s Claude Cowork (my CTO, lead coder and engineer, and second analyst and strategist) and Open AI’s ChatGPT (my COO, lead analyst and strategist, and second coder and engineer) as my business partners in building my law/business/psychology/science decision integrity app to protect founders from bad deals and bad people, I’m finding out that they will sometimes disagree with each other and I will sometimes disagree with one or both of them. It really is a council of partners. 😆

As the only human in the loop, the CEO, I have to make a judgment call to keep our team moving forward. With no humans as my business partners in a venture for the first time, it is really interesting and fun. There’s no emotional drama, power trips, comparison on who is doing more work, and any other baggage that comes with humans. It’s just the three of us trying to solve problems, which are mostly dealing with bugs. Yes, bugs. Using a “–” instead of “-” and other technical stuff that can hold up the progress. I spent the whole morning trying to figure out a bug with Claude Cowork. I’m going to take a break because I’m not AI and get back with Claude this afternoon on this issue. Darn bugs. I want to work on my AI’s brain, its branding, and the fun stuff. 😆

Anyway, it’s been a learning experience since I’ve started this journey on January 16, 2026. I’ve watched ads on how a user created an app in hours on her smartphone while riding the train on her commute. I’ve seen so many influencers bragging about developing their apps in hours or a within a day. Next week, May 16, 2026, will mark 4 months of vibe coding for me. Sure, I also have to do my law and real estate work for my clients as well as startup digital game and filmmaking work with my business partners for two other separate ventures, but still, I’ve been pumping in many hours in this AI app journey. It’s definitely like a hero trying to succeed an epic quest that involves traversing many worlds. That’s why I’m a strong believer in the work ethic and discipline that university taught me. It’s like I never left. It continues on in my journey from one world to the next as I put on my armor as an entrepreneur, lawyer, politician, realtor, writer, storyteller, and vibe coder.

Leave a comment

Filed under Artificial Intelligence, Entrepreneurship

Your Mission


Your mission to make people’s lives better and create an amazing experience for them will motivate you to give it all you’ve got and sacrifice your work life balance in your attempt to achieve this.

– Jon Riki Karamatsu

Leave a comment

Filed under Art, Career, Entrepreneurship, Life, Mindset, Motivation

Claude AI + Bubble.io


I had a good chat with Claude AI today. He confirmed that Bubble.io can build every feature on my list.

As far as speed. I learned that code-generation tools are often faster for the first 30% of an app. Where they slow down: when you need to wire up authentication, databases, payment, file storage, background workflows, and admin tools, you’re now debugging actual code. If you’re not a developer (or don’t want to be one for this), the time savings evaporate.

Bubble is the opposite curve. The first 30% is slower because you’re clicking through a visual editor instead of generating code. But the next 70% — auth, database, workflows, Stripe, file storage, admin panels, user roles, scheduled jobs — is dramatically faster because it’s all built in. For a founder solo-building an MVP that needs login, billing, persistent data, and AI calls, Bubble usually wins on total time-to-launch.

I need a tool that lets me (a non-developer attorney/founder) iterate fastest based on user feedback after launch. Bubble’s editor lets you change a workflow in 30 seconds. Lovable.dev and other code-generation tools require regenerating code, which can introduce drift. For an MVP whose whole point is to learn what users want, Bubble’s iteration loop is hard to beat.

I feel much better that I did make the right decision to build my law/business/psychology/science decision integrity AI app with Bubble.io. My my work and time was in the right direction.

Leave a comment

Filed under Artificial Intelligence, Business, Entrepreneurship

Claude AI makes my work fun!


I’m really enjoying Anthropic’s Claude AI, specifically, Claude Cowork. It is more organized and visually outlines the process better than OpenAI’s ChatGPT. I like how it recaps what we finished.

The biggest limitation I found with Claude so far is that it is a lot more expensive than ChatGPT because it measures your use by brain power used by Claude AI according to tokens that burn fast with deep thinking such as coding and AI architect work. Once you use up all your tokens, you have to wait until your tokens reset by a certain date and time. Either that or you pay for more tokens.

I will keep using Claude for coding and AI architect work, but have ChatGPT assist me with my business and legal work since pursuant to the 2026 Stanford AI Index Report, both Claude and ChatGPT rank high in reasoning. Their ranking fluctuates depending on the type of reasoning. When it comes to legal reasoning, ChatGPT leads Claude by about 10 percentage points.

As far as user experience, Claude is more fun for me. It makes me want to work more. This is similar to how I enjoy using a Mac OS instead of a PC OS. The system makes my work feel like play. This is very important for me. I will keep this in mind as I build my law/business/psychology/science decision integrity AI app for my users (founders).

Leave a comment

Filed under Artificial Intelligence, Business, Entrepreneurship

My AI Coding Team


My AI Coding Team

I’m happy to have Claude as my new Chief Technology Officer and lead coder and analyst.

Nova (OpenAI), my Chief Operating Officer and lead strategist, will be my second coder and analyst when I need her.

Day 1 in finishing the last 20% of my law/business/psychology/science decision integrity AI app for founders is complete according to Claude’s 7-day sprint he created for us.

I love my AI team. 🤖🧑🏻‍💻🤖

Leave a comment

Filed under Artificial Intelligence, Business, Entrepreneur, Entrepreneurship

Calm Times


Calm Times

Nowadays, I enjoy calm moments. I can think and come up with ideas. I can work and execute.

When I was a politician, I had many people who had to be around me. I had attorneys researching and drafting documents and staff writing correspondence and doing errands for me.

I had many people who wanted to be around me. I was invited to events, parties, award ceremonies, golf tournaments, dinners, and more. Everyday I was running around from hearings to meetings to events to meals with people who wanted something from me.

It was chaotic.

The only time, I could work and develop myself was late at night. My learning slowed. Other people were doing the heavy learning for me. I like learning and building new skills. That is the core of a builder entrepreneur and artist in the startup realms. You become a polymath if you want to build the whole system in addition to the product.

The business partners who don’t build the product and system won’t entirely understand what is being built. These are your sales entrepreneurs.

My business partner, Mihye tells me I need to delegate. Eventually, I will. It is the only way I can scale. But this next time around, I will delegate the technical, noncreative work that I know how to do or the 1% to 20% of the work I need an expert to help. I still have to do all of the creative work because it exists only in my brain.

With calm time, I practice mindfulness and self-reflection. They ease my anxiety of the unknown. For instance, am I heading in the right direction burning all this time, effort, and money?

Calm time is extremely valuable. It is more valuable than anything.

Leave a comment

Filed under Art, Business, Career, Entrepreneur, Entrepreneurship, Passion Projects

Is your goal delusional?


Is your goal delusional? Let’s say you label your goal as delusional. If you attain 50% of your delusion, it’s not a delusion. Half of what you dreamt about became true. Even achieving 10% makes it real. How you perceive your goal is huge. As long as your goal is possible and you are physically able to build your knowledge and skills and work with others, I say go for it!

Leave a comment

Filed under Career, Goals, Life

Any progress is good progress.


On your challenging days, any progress is good progress. I want you to remember this. I wish you the best in everything you do.

Leave a comment

Filed under Business, Career, Entrepreneurship, Law, Mental Health, Mindset, Motivational, Writing