Michael

  • 2026 Roadmap for Life: the Learning, Investing, and Building

    2026 Roadmap for Life: the Learning, Investing, and Building

    What I’m thinking about the year (2026) ahead – a “writing as thinking” post

    I normally start my writing with a clear topic/thesis of where the article is going to land. Not this one. Writing, to me, is also a vehicle of thinking facilitation; if I cannot clearly put it on paper, I don’t know what the answers are. 

    And right now, I don’t know what the answers are for my 2026 strategy, and I hope I will manage to land it somewhere as I write this post. 

    Learning

    The first thing off the top of my head

    Is to learn how to better use AI products. I’m not technical (or maybe I shouldn’t keep saying that for the sake of self-fulfilling prophesy), so I’m not the far end of the value chain participation spectrum – aka. I’m just a user. However, I do use ChatGPT on a daily basis for the better part of 2025 for work/ personal projects, and I 100% saw and believe in the level of difference it makes to my professional and personal life. If you think about it, IRL not many skills will have this level of leverage and impact where 100 unit of effort (input) can make more than 100 unit of result (output). So doubling down on keeping up with AI products is the way to go. 

    As a ChatGPT free tier user I naturally gravitate towards upgrading to a Plus membership, but unfortunately it is not available in my region. So I settled for Google AI Pro by clicking the “Upgrade” button on Gemini, and I’m starting to at least use Gemini together with ChatGPT. Google AI Pro does include many cool products, sometimes experimental, on top of the Gemini chat app, which is something I’ve always wanted to learn more about. But definitely will take some time to get used to though.

    Some other reflections on understanding AI

    AI means many different things to different people. Since I embarked on this journey of creation/building, I believe AI has managed to lower the barrier by magnitudes. If we are solely talking digital building, it can mean:

    1. Photos/ images
    2. Code
    3. Video
    4. Music
    5. Writing (or storytelling)
    6. Data analysis 
    7. More 

    Suddenly AI becomes this fundamental skill that can be applied to any of the field above, where traditionally one would have to go through years of proper training before seeing any substantial result. 

    But what is this skill of “AI”?

    To me, and I assume to many other people too, AI is just the same as LLM (which apparently is not but I just don’t know the difference so I just use them interchangeably). There are many different models, newer and more powerful models as time goes by. But even with the same model, there are different skills such as few prompts, chain prompts, RAG, and so on that can greatly improve the results one gets. Below is a screenshot of a slide from Stanford Online CS230 (Lecture 8).

    With the fast development of AI, should I still learn how to code?

    I definitely had this doubt. With the recent news of programmers getting laid off and new CS graduates having a hard time getting jobs, this doubt is also on the minds of many.

    Dr. Andrew Ng, in CS230’s Lecture 1, gave his opinion – which is a resounding YES. Dr. Ng laid out four layers of technology:

    1. Gen AI
    2. Deep Learning
    3. Machine Learning
    4. CS Fundamentals 

    Where each technology sits on top of another. CS fundamentals just sit at the very bottom. The tech on top won’t exist without those below it. 

    In addition, Dr. Ng also mentioned that as one builds AI applications with the help of external LLMs, the size of the bills one receives will grow exponentially as more users get on the application’s platform. Understanding the techniques of deep learning (as well as machine learning and CS fundamentals) will help greatly reduce the bills.

    For me personally, all four layers are black boxes. However, I do believe that one should still learn how to code from my personal experience. Since English is my second language, many people allege that LLMs might render learning languages a waste of time and energy. I 100% disagrees with this because I don’t just use LLMs as tools to translate; I partner with them to think, read, and brainstorm ideas and work with them for execution. More importantly, it is up to me for the final judgment of whether or not the LLM should keep iterating; if I don’t speak the language, there is no way I can decide. The same thing goes with knowing how to code – you have to be the final judge.

    I’ve had many failed attempts at learning how to code in my life. As a matter of fact, I still have an unfinished courses on web development. Somehow I just cannot seem to get the gist – there is really no “click”. I’m watching Stanford Online’s CS105 which is a basic computer knowledge course designed for non technical people, and so far it is quite straightforward. 

    Investing

    My thesis to investing has been pretty passive. I don’t hold a lot of assets, most of which are S&P 500. I also hold a small amount of European ETF, some bond ETF, as well as Gold ETF. 

    Because of my education and work experience, I have some very specific knowledge on the sport and entertainment industry. Recently I listened/watched the My First Million Podcast where Shaan talked to Chris Camillo on his investing strategy. It left an impression on me, because what he mentioned as “observation based investing technique” is really based on specific knowledge about a company and industry. 

    In order to leverage my knowledge for investing, I need to further obtain at least some investment techniques, and some basic knowledge of finance and how the financial market works. I’ve tried to take Aswath Damodaran’s Valuation Course, and may pick it up again next year. This will help me with both investing and content creation. 

    In 2026, my investment will likely still be dominated by passive investing, i.e. equity and bond ETFs. I do want to allocate a portion of asset for active investing, just for the sake of trying and learning. Because of my professional background, I might look at companies such as TKO, Disney, or Netflix, which are in the entertainment and media business.

    Building

    Building side projects changes who I am. I started doing so in early 2024, and has been writing, creating, and building stuff online ever since. 

    For one thing, I used to be a believer in traditional careers until about 2024, in the sense that I will improve the wellbeing of me and my family if I keep contributing in the workplace. I’ve been a beneficiary of the traditional careers, and I was able to support myself with a modern lifestyle. During this time, I tied my identity to being a manager, and I don’t really have any “hard skills” such as coding, wood work, the ability to fix mechanics, etc. I don’t value skills like these, but rather the vague skills of “management” – i.e. it is MANAGEMENT that creates and improves value. However, I have taken growth for granted, and confused it with my own capability. 

    Right now, although I still have a day job, my priority has shifted. Instead of trying to increase my chance of a better job, a promotion, or exposure in the industry by attending conferences, I just treat job as – a JOB. Nothing more. My identity is not tied to my position. My job just provides to a means for me to support my family and a platform for me to build without getting stressed about making money right away.

    This whole identity shift also manifests in my info input (or it could be the other way around too). While I used to read and watch a lot the great CEOs or management types of books, I now try to know as much about builders, entrepreneurs, and creators, etc. Then everything trickles down to my daily activities as a result.

    Building is hard; what’s even harder is building something people want, aka. willing to pay for. I still am trying and to be honest, I don’t know if I have something people are willing to pay for. 

    Other than the things I have tried building and writing (yes, I put writing and creating online in the same bucket as building”, the first idea off the top of my head RIGHT NOW is:

    Financial Literacy for Children.

    Why? Because that is my own itch. I have little ones at home, and I want them to be equipped with the right mentality from the start. I haven’t had such an environment growing up and only started to learn about it in my late 20s. Knowing how much I would have benefited from such knowledge if I had had it in my childhood, this is what I want for my children. 

    I have identified some great resources provided by organizations such as FDIC, CFPB, etc., but their stuff are just … too dry. Children will benefit from such great resources, IF ONLY they have the patience to read about them. That is the gap to be filled.

    This is really just a preliminary thought on the problem – a problem that I have and someone else might as well. Other than that, I don’t know anything – what types of products might work the best to solve this problem, what types of distribution might work the best, etc. But at least that is a starting point for my 2026’s building journey.

    My life’s thesis

    Overall my life is about owning and preserving the value that I have created. I have ignored this for my whole life by emphasizing ONLY on climbing the career ladder, looking for better jobs, etc. To me (now), this is not getting one’s priorities straight. So now, whatever I do, I ask myself the question: am I adding value or creating something whose value might increase with time? And the answer must be a resounding YES before I wholeheartedly put in efforts. Otherwise, I make do.

    2026 Roadmap (aka. Task List)

    I started writing this post with the hope that I will identify some things to work on for 2026, and I can happily declare the goal is achieved. These are my 2026 task list items: 

    1. Use Google AI Pro (Gemini, and other stuff) to create – long term
      1. Also, use AI when I do anything
    2. Keep watching CS105 on Youtube – recent
    3. Aswath damodaran valuation course
    4. Test investing (valuing) in entertainment and media companies
      1. Not an investing endeavor only but investing/ learning/ writing 
    5. Use the publicly available resources for financial literacy education of youngsters (FDIC, CFPB, etc.) to create contents and products, etc.

    To one (of many more) productive and prosperous year ahead! 

    Cheers!

  • How My Small Personal Blog Hit 100K Impressions—And the Strange Posts That Made It Happen

    How My Small Personal Blog Hit 100K Impressions—And the Strange Posts That Made It Happen

    Got another year working and learning on the side while keeping my day job. I will write an annual recap later but for now, I want to go back to the first project that I created, michaelshoe.com/.

    I started this personal site aka blog in January 2025 (or maybe Feb. 2025, can’t be sure) as a learning project. Since then, I’ve written over 100 articles (107 at this point) in nearly 2 years. This project has two folds of meanings:

    1. I was going through transitions in life and I wanted to use writing to clear my head
    2. I wanted to get better at using tech

    TL; DR

    Learnings summary:

    1. The biggest lesson: 10% of the product drives 90% of the results. 
    2. An even bigger lesson: you don’t know where results will come from beforehand; often they show up in the most surprising and unexpected place. For example, the biggest contributor to my site’s traffic is a series of solutions to Code in Place problems which I didn’t really expect too much from. 
    3. Search engine favors SOLUTION. If you want to leverage search as a discovery mechanism, create SOLUTIONS to peoples problems. This can mean in the most literal sense – like solutions to test problems!
    4. Other than SOLUTIONS, people also want RESOURCES – like transcripts of stories. For example, if you have a voice transcribe AI company you might create thousands of transcripts to different types of stories to drive traffic.
    5. A field such as finance is searched a lot and Google will try to serve as many relevant pages to a keyword as possible. However, this field is so competitive that your chance to rank high is very low.
    6. Search engine is an intent-solution matching entity in nature. Looking from a different perspective, the relationship between the site showing up on a SERP and the user clicking it is very transactional. After solving the problem, the user will quickly forget who you are and may never come back. This is where other types of platforms/ channels such as social media come in if you want to cultivate a parasocial relationship.

    Intro

    Before I started the blog, things just appeared so difficult in my head, and I just couldn’t push myself to even thinking about creating a site of my own. After I started, things were definitely unfamiliar to me, but I managed to navigate the unknowns by Googling and watching a lot of Youtube tutorials. 

    Until now (Dec. 2025), michaelshoe.com/ has generated close to 109K impressions from Google Search and over 1400 clicks. 

    Aside from all the small learnings here and there, the biggest lesson from this project really comes down to this:

    10% of the product drives 90% of the results.

    The imbalance between my input and output is beyond me. And this is what I mean: a handful of articles drive the bulk of clicks to my blog. It’s not like anything I’ve done before where things are just – “linear” in nature. 

    84 of the 124 posts have 0 clicks.

    In other words, 68% of my writing has never been read by anybody other than me. Well, even I don’t read them after the writing. Only 40 posts have generated traffic and most are extremely low (think low single digitals).

    1 post is responsible for almost half of the site’s traffic.

    48% to be exact. Just from this one post: https://www.michaelshoe.com/checkerboard-karel-solution/

    The post (as well as five other posts) were solutions to coding problems from Code in Place – a free online coding course provided by Stanford University. I participated in Code in Place in 2024, and published these solutions on my personal blog.

    This checkerboard karel solution gets a total of 8620 impressions from Google Search Result Pages, and around 8% of those impressions results into actual clicks to the post, or a total of 692 clicks.

    In addition, it takes time for Google to trust you.

    I wrote the Checkerboard Karel Solution (and other solutions) around May 2024 but it took a year until Code in Place 2025 for the posts to get traffic. This was when Code in Place was held again and probably many learners started to Google the solutions.

    The top 2 posts is responsible for 70% of traffic, and the top 10 posts for 93%.

    Outside of the top 10 posts, page traffic soon gets down to below 10. Posts 28 and beyond all have exactly ONE page visit each. 

    There are not only 1, but 5 ‘Code in Place’ solutions in the top 10 posts.

    I have marked all Code in Place solutions in red and as you can see, 5 of the top 10 posts belong to this category and all top 4 are occupied by it. 

    Each of the top 4 posts ranks as the first for its main keyword. For example, my checkerboard karel solution post is currently ranking just below the Google search bar, and before the Youtube results. Here is its SERP in incognito mode:

    My other series – the Financial Analysis – have huge impressions with close-to-nothing traffic

    The post that generates the most impressions among all is this: https://www.michaelshoe.com/how-to-understand-cash-inflow-and-outflow/

    Which has over 25,000 impressions but because its average position is so far below, it never gets clicked, generating a grand total of 0 traffic.

    I have written many posts in this series and seeing that none got read definitely doesn’t excite me. However it doesn’t really surprise me that much. 

    An unexpected surprise – my Matthew Dicks transcript series have some of the highest click through rate

    I learned storytelling by reading Matthew Dicks’ book “Storyworthy” and got really fascinated by the subject. I went on to watch some of Matthew telling the stories on Youtube and then created transcripts of the stories for further studying. 

    Even though this series of posts don’t have lots of impressions – like the one post with the most impressions only has 345 ranking at 31st – the CTRs are all surprisingly high. 11 of the 20 highest CTR posts are from this storytelling series.

    What to do with all the analysis

    Moving forward, I think it is important to understand all the learnings but I shouldn’t revolve all my writing around it. Like only write about solutions or create resources for people to find. We humans do have the drive to create things and writing can be just purely therapeutic. 

    However, I also have sites that I want to promote via writing, and these learnings can be very useful. This way I won’t waste time writing things with low traffic potential.

  • How to File a Complaint with the CFPB (Step-by-Step Guide + Screenshots)

    How to File a Complaint with the CFPB (Step-by-Step Guide + Screenshots)

    Bank of America froze me out of my bank account a while ago due to some technicalities and now my account is in danger of being treated as abandoned property because it hadn’t been accessed for some time. Even though I have been calling their customer support consistently – which is outright useless and disrespectful most of the time – the problem persisted. Thanks to Reddit community r/BankofAmerica, I filed a report on Consumer Financial Protection Bureau (CFPB) and within one day, I heard back from Bank of America via email and a phone call. I don’t know if the problem can eventually be resolved, but I do want to document the process of filing the report online on CFPB so more people can know and understand how to do it. In the meantime, will just keep my fingers crossed!

    First, find the site – CFPB

    CFPB is in charge of consumer financial protection (as its name suggests) and the first step is the locate the right website. You can Google CFPB or click the link here or use the link above to go to the sign up page directly. This is what the website looks like (and the “file a complaint” option is down when you scroll):

    cfpb official site: you can see it’s official coz “An official website of the United States government”

    Second, sign up

    Then there is the sign up process which doesn’t require too much info and is very straightforward. Then you go to the file process which has 5 steps to follow. Do notice that the site doesn’t really have a “save” option so it is better to prepare in advance and file the complaint in one sitting.

    Third, the actual filing steps

    Step 1: what is this complaint about?

    Then choose the product or service that best matches your complaint.

    After that, choose what type of banking product.

    Step 2: What type of problem are you having?

    Choose the topic that best fits your complaint.

    Choose which option best describes your problem.

    Afterwards, choose actions you have already taken to make things happen (but obviously failed).

    Step 3: What happened?

    First, describe what happened, and CFPB will send your comments to the companies involved.

    Then you suggest a fair solution to the issue.

    Optionally, you can attach any document you think might help.

    Step 4: What company is this complaint about?

    Basic contact info. You don’t have to fill your demo info if you don’t want to since this is just helping CFPB better understand the people they are serving.

    After submission, you will get to this page:


    I don’t know why banks still function like this even when so much technology exists (and they still declare they care about tech advancement in their org!). Life is hard enough, and these large corporations are making it harder for the everyday people. Hope everybody can get out of the issues they are facing! And don’t loose faith! (follow me on X if you want for any reason @themichaelshoe.)

  • You Don’t Need More Time — You Need Energy

    You Don’t Need More Time — You Need Energy

    There are days when I can do absolutely nothing.

    Not because I don’t have time — but because I lack the energy.

    Even the smallest tasks, like replying to an email, feel heavy. Every action demands more than I have to give.

    It’s not burnout, exactly. It’s more like my mind hasn’t recovered. My body might be fine, but my head isn’t there.


    In my younger years, I would force myself to push through it.
    I thought that was discipline — being tough, staying on track no matter what.

    But it’s not discipline. It’s denial.

    Because in life, there are things that drain our energy and things that restore it. The real discipline is in knowing which is which.

    Everyone needs energy to function, especially if you’re trying to perform at a high level. You can have all the time in the world, but if you don’t have the energy, nothing moves.


    So what should you do when you have no energy?
    Simple: do things that help you restore it.

    For me, that’s writing. It’s my way of thinking clearly — a way to rebuild mental order when everything feels scattered.
    When I write, my thoughts realign. And slowly, energy comes back.

    For someone else, that might be cooking.
    Or making tea.
    Or spending time with people who refill your tank instead of draining it.


    Time isn’t an absolute thing.
    It only matters when it’s paired with leverage and energy.
    That’s when you see progress.

    Until then, it’s okay to pause — and let yourself come back to life.

  • A Wandering Mind is An Unhappy Mind

    A Wandering Mind is An Unhappy Mind

    The being is not a philosophy.
    It’s not something you think about or debate.

    It’s a state of mind.

    It’s doing the first thing that pops into your head — without hesitation, without second-guessing. Just do.

    A wandering mind is an unhappy mind. You don’t get progress from thinking, and you don’t get clarity from waiting for the perfect moment.

    Clarity comes through action.
    Action squashes anxiety.
    Action moves the needle.

    You might say, “What if it’s just a thought with no action required?”
    Then write it down.

    A thought not recorded is nothing. Writing gives it form, and form gives it space to become something later.

    That’s what being is — not theory, not philosophy, but practice.
    Doing what arises. Writing what matters.
    No overthinking, no delay.

    Just being.