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    <title>Forem: koded</title>
    <description>The latest articles on Forem by koded (@coder0214h).</description>
    <link>https://forem.com/coder0214h</link>
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      <title>Forem: koded</title>
      <link>https://forem.com/coder0214h</link>
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    <item>
      <title>Removing the Bare Minimum Limiter — Part 2</title>
      <dc:creator>koded</dc:creator>
      <pubDate>Mon, 13 Apr 2026 22:20:08 +0000</pubDate>
      <link>https://forem.com/coder0214h/removing-the-bare-minimum-limiter-part-2-4ah</link>
      <guid>https://forem.com/coder0214h/removing-the-bare-minimum-limiter-part-2-4ah</guid>
      <description>&lt;p&gt;&lt;em&gt;Week of chaos, exams, a hackathon I almost didn't attend, and somehow, a W.&lt;/em&gt;&lt;/p&gt;




&lt;p&gt;There's this thing that happens to me at hackathons.&lt;/p&gt;

&lt;p&gt;I show up, I build, we lose. Or I don't show up, and somehow, we win. It's happened enough times that it stopped being a coincidence and started feeling like a curse. Like my physical presence was the variable that broke everything.&lt;/p&gt;

&lt;p&gt;So when the Harvard Health Hackathon landed on the same week as my university exams; same area, same Lagos heat, I made peace with not going. I told my team I'd be around if they needed me. I wasn't planning to walk through those doors.&lt;/p&gt;

&lt;p&gt;Then I walked through those doors.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqcn804ypsbk2zcyhsmts.jpg" alt="My conversation with a friend few hours to the pitch" width="800" height="421"&gt;
&lt;/h2&gt;

&lt;h2&gt;
  
  
  The Last One In
&lt;/h2&gt;

&lt;p&gt;I was the last participant to arrive.&lt;/p&gt;

&lt;p&gt;My team had been there for a while. The energy was already off, deployment issues, things not connecting, the usual chaos that shows up right before a deadline. I dropped my bag and started asking questions.&lt;/p&gt;

&lt;p&gt;The main problem: we couldn't deploy the blockchain anywhere. Our backend needed to ping it, and a free Render server couldn't handle it. We were tight on time, no budget for a quick VPS, no clean solution in sight.&lt;/p&gt;

&lt;p&gt;I sat with it for a minute.&lt;/p&gt;

&lt;p&gt;Then: &lt;em&gt;run everything on my laptop.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Backend. Blockchain. Frontend. All of it local, on my machine, turned into a server. Tunnel only the frontend through ngrok. Print the prototype. Walk into the pitch room.&lt;/p&gt;

&lt;p&gt;It worked.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3wa921obur7a030xd16v.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3wa921obur7a030xd16v.png" alt="All services live" width="800" height="600"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  PharmChain
&lt;/h2&gt;

&lt;p&gt;The product was &lt;strong&gt;PharmChain:&lt;/strong&gt; a blockchain-based pharmaceutical supply chain tracker built for the Nigerian healthcare system. Counterfeit drugs are a real, deadly problem here. PharmChain puts every drug on-chain, traceable from manufacturer to patient, unforgeable.&lt;/p&gt;

&lt;p&gt;It was the kind of idea that makes judges lean forward.&lt;/p&gt;

&lt;p&gt;And when my teammate stood up to pitch; he was &lt;em&gt;professional&lt;/em&gt;. Clean slides, confident delivery, answered every question. The judges didn't just clap. They offered to put in a good word with the managing directors of companies in the space.&lt;/p&gt;

&lt;p&gt;I was sitting in the back trying not to manifest a loss.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Announcement
&lt;/h2&gt;

&lt;p&gt;You know that specific kind of fear; where you want something badly enough that your body starts preparing for disappointment before the results are even out?&lt;/p&gt;

&lt;p&gt;That was me. Sitting there. Running the mental math on every hackathon I'd physically attended.&lt;/p&gt;

&lt;p&gt;They called our name.&lt;/p&gt;

&lt;p&gt;I broke the loop.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffxz5halqu9a7th6ihvmx.JPG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffxz5halqu9a7th6ihvmx.JPG" alt="The winning team" width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  Everything Else That Happened This Week
&lt;/h2&gt;

&lt;p&gt;Because apparently one thing isn't enough:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Exams.&lt;/strong&gt; Multiple. Same week. Still standing.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Leetcode Blind 75.&lt;/strong&gt; I'm at 40/75 in 13 days. Doing at least 2 problems daily, mastering patterns, not just solving, understanding &lt;em&gt;why&lt;/em&gt; the solution works. In my free time I'm watching coding interview breakdowns on YouTube and running mock interviews. &lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Fog of War.&lt;/strong&gt; This started as a hackathon submission. I was literally one minute late to submit. But I'm still building it. Full sprite system, better controls, tighter game mechanics. This isn't a hackathon project anymore. This is a game I'm building until it's actually peak. Catch the vibe on X: &lt;a href="https://x.com/coder0214h" rel="noopener noreferrer"&gt;https://x.com/coder0214h&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Stackd with Koded.&lt;/strong&gt; Week 2 with the first paying cohort. People are showing up. That means something.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;5 rejection letters.&lt;/strong&gt; They came in a batch one morning. Bending Spoons, Twilio, Remote, a couple others. It stings, I won't pretend it doesn't. But I applied, I got feedback, I improved the resume, I kept moving. That's the only response that makes sense.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;VC conversations from the hackathon.&lt;/strong&gt; The judges' interest in PharmChain opened doors I didn't expect. More on this as it develops.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Pattern
&lt;/h2&gt;

&lt;p&gt;I used to think my presence at hackathons was the problem. Ten-plus events of building and losing while sitting right there, it messes with your head.&lt;/p&gt;

&lt;p&gt;But I think the real variable was never me being there or not. It was whether I showed up &lt;em&gt;ready&lt;/em&gt;. Whether I had something to give when things broke.&lt;/p&gt;

&lt;p&gt;This week, things broke. I fixed them. We won.&lt;/p&gt;

&lt;p&gt;That's the limiter coming off, not confidence, not motivation. Just doing the work until you're the person the team calls when it matters.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;More next week. Stay Cracked.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;— Köded&lt;/em&gt;&lt;/p&gt;

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      <category>community</category>
      <category>devjournal</category>
      <category>learning</category>
      <category>watercooler</category>
    </item>
    <item>
      <title>My Last Few Months</title>
      <dc:creator>koded</dc:creator>
      <pubDate>Sat, 04 Apr 2026 23:24:54 +0000</pubDate>
      <link>https://forem.com/coder0214h/my-last-few-months-306p</link>
      <guid>https://forem.com/coder0214h/my-last-few-months-306p</guid>
      <description>&lt;p&gt;Nobody told me that doing everything at once was going to feel like this.&lt;/p&gt;

&lt;p&gt;Exams last month. A hackathon deadline this week. A full technical lead role at Teenovatex. A bootcamp I launched from scratch. And somewhere in between all of that, I wrote a book.&lt;/p&gt;

&lt;p&gt;This is what the last few months have actually looked like for me. Not the highlight reel. The whole thing.&lt;/p&gt;

&lt;p&gt;I am Koded. I build things. Sometimes too many things at the same time. And somewhere in the chaos of this season I stumbled into the most practical education of my life — one that no classroom, no book, and no two hour YouTube video could have given me.&lt;/p&gt;

&lt;p&gt;It started with a realization that hit me harder than I expected. I had been running on what I now call the bare minimum limiter. A quiet mental filter that killed high-effort ideas before they ever had a chance to breathe. Anything that felt like too much got scaled down automatically. I didn't even notice I was doing it.&lt;/p&gt;

&lt;p&gt;When I finally saw it clearly I made a decision. April would be different. No limiter. Full throttle.&lt;/p&gt;

&lt;p&gt;So here is what the last few months actually looked like.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;I built Janus.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Janus is an AI-native execution framework I built for the Ranger Hackathon on Solana. The idea was simple but the execution was anything but — an autonomous trading bot that manages Delta-Neutral strategies on Drift Protocol while enforcing on-chain compliance through a smart contract policy engine and MPC sharded key security via the Ika Network.&lt;/p&gt;

&lt;p&gt;What that means in plain English — most AI trading bots require full private key access, which is terrifying from a security standpoint. Janus splits the key, enforces spend limits and protocol rules on-chain, and requires an atomic compliance check before any trade executes. The AI is an operator, not an owner. It literally cannot move funds without permission from the on-chain judge.&lt;/p&gt;

&lt;p&gt;Four layers. Python and Gemini for strategy. Drift V2 and Jupiter for trading. Solana and Anchor for enforcement. Ika Network for security. Built while I had exams. Built while I was launching a bootcamp. Built because removing the limiter meant I stopped asking myself if now was a good time.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F07j08639rsvky7iaglaj.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F07j08639rsvky7iaglaj.png" alt=" " width="800" height="585"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;I led at Teenovatex.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;As Technical Lead I have been making architecture decisions, running developer sessions, and making sure we are building things that actually matter. The role has taught me something I didn't expect — leadership is less about knowing the most and more about creating the conditions for other people to do their best work. That lesson has shown up everywhere else in my life since.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;I launched Stackd with Koded.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Four days. That is how long it took to go from idea to paying students. Flier, pricing, copy, registration flow, WhatsApp community , built in a weekend. Then we hosted a free live session at Teenovatex. Thirty plus people showed up. We had a hostess, a TX rep, structured slides, a full script, interactive polls, real conversations. We broke down every major tech track in plain English and let people ask anything.&lt;/p&gt;

&lt;p&gt;The response was something I didn't fully anticipate. People didn't just find it useful. They felt seen by it. Because we talked about the real stuff, tutorial hell, not knowing where to start, being scared that tech is too hard, watching everyone else figure it out while you're still standing still.&lt;/p&gt;

&lt;p&gt;We now have paying students across all six tracks. More coming.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fivc3xh7yjyzrr27w3rp4.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fivc3xh7yjyzrr27w3rp4.png" alt=" " width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;I wrote a book.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;After the session I sat down and wrote The Cracked Dev Playbook. Thirteen chapters. The entire framework we taught in the session, which track is right for you, what your first thirty days look like, how to build a resume that actually gets interviews, why YouTube tutorials are failing you, and what Stackd is here to do about all of it.&lt;/p&gt;

&lt;p&gt;It got over 100 reads in the first few hours. From a book I wrote in one sitting. After a hackathon build. After a live session. After exams.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fz09w02w9pewdwu7vkqrc.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fz09w02w9pewdwu7vkqrc.png" alt=" " width="800" height="1192"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;And here is what I actually learned from all of it. Not from reading. From doing.&lt;/p&gt;

&lt;p&gt;Warm leads go cold in five minutes. The moment someone says they're interested is the moment to act. Waiting even an hour changes the energy completely.&lt;/p&gt;

&lt;p&gt;Free value converts better than everything else. The free session brought in more students than every paid post combined. Give something real first. Trust does the selling for you.&lt;/p&gt;

&lt;p&gt;People buy from people. Every conversion happened in a direct conversation. Not from a caption. Not from a flier. From me talking to a person like a human being.&lt;/p&gt;

&lt;p&gt;Structure beats hustle. A clear offer, a clear price, and a frictionless way to register matters more than how loud you shout or how hard you grind.&lt;/p&gt;

&lt;p&gt;Your network is infrastructure. The senior developers in my circle are now tutoring on the platform. The resources around you are almost always being underused.&lt;/p&gt;

&lt;p&gt;And the biggest lesson of all — the bare minimum is a personality, not a strategy. Once it becomes your default you stop seeing the ceiling because you've convinced yourself the floor is enough.&lt;/p&gt;

&lt;p&gt;I am a few months into the most real education of my life. No campus. No lecturer. No exam; well, except the actual exams I was also sitting 😂. Just real decisions with real consequences and lessons that stick because they cost something.&lt;/p&gt;

&lt;p&gt;I don't know exactly where this goes. But I know I'm not doing the bare minimum anymore.&lt;/p&gt;

&lt;p&gt;And that changes everything. &lt;/p&gt;

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      <category>devjournal</category>
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      <category>productivity</category>
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