Code and Thought

who's coming..:)

GPT = Generative Pre-trained Transformer. by the way

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What's AI's job? Let me steal it from it. 😶

I was learning about Big O notation today with the DSA learning community, and my epic friend came up with this creativity. 🤩 O(1) — Saitama: "Another enemy? Cool. One punch." 👊 O(log N) — Light Yagami: "Why check everyone when I can eliminate half the suspects each move?" 📖 O(N) — Tanjiro: "One demon at a time. No shortcuts." O(N log N) — Shikamaru: "Troublesome... but let's solve this the smart way." ♟ O(N²) — Asta: "Fight one enemy... then fight everyone else too." 💪 O(2ᴺ) — Eren Yeager: "Every choice creates even more battles." ⚔️ O(N!) — Luffy: "Every possible route? I'll sail them all!" 🏴‍☠️ The Algorithm’s Reckoning and this one is my story; take a look at it. ;)

I have been learning a lot of different things today, like AI agents and system design concepts such as APIs, load balancing, and databases, and I have been taking notes. To be honest, I hadn't intended to share them in public. I have a video at hand; after finishing it, I will share the concepts I understand, and then I will have a mini-project to practice what I learned. If you wanted to see my scrawled note for now, here it is: Link. If you liked it, I will make my upcoming learning notes more organized for public usage ;) #LearningResources @code and thought

I think one of the most underrated life skills we can develop is knowing how to walk away from a relationship that no longer serves us—"with peace". Not every friendship is meant to last forever. Not every partnership is meant to survive every season. And that's okay. Before walking away, we should have the difficult conversations. Say the things that need to be said. Express gratitude for the good memories. Give honest feedback about what hurt us. Listen to the other person's perspective. Then, if it's still the right decision... walk away with respect. Not every disagreement has to end with blocking each other, spreading rumors, revenge, or lifelong resentment.

We should be able to disagree without trying to destroy each other—as adults and as educated individuals.

Maybe if more conflicts were resolved around a table instead of through anger and pride, we'd leave fewer broken relationships, fewer broken people, and a healthier society for everyone. Sometimes the strongest thing you can say is: "Thank you for what we shared. I wish you well, but our paths separate here."—but it takes a hero to do this. #Reflection @code and thought

I have this wise mentor, and we were talking about my relationships—family, friends, professional, romantic... all of it. Then he said something that has stayed with me:

"Young people your age don't like to be alone."

That sentence really got me thinking. So let me ask you something... How many toxic relationships are you tolerating just because you're afraid of being alone? How many environments are you staying in even though they've stopped helping you grow? How many conversations do you force? How many people do you keep around simply because silence feels uncomfortable? Have you ever stayed in a friendship that constantly drained you? A relationship that made you lose yourself? A group where you had to pretend to fit in? Maybe the fear isn't the toxic relationship itself. Maybe the real fear is sitting alone with your own thoughts. Sometimes, we choose familiar pain over unfamiliar peace. But here's another question:

If being alone for a while gives you the chance to find yourself, is it really loneliness... or is it growth?

Every hero I know, from movies or real life, has escaped this loop, and we too must be strong enough to face our loneliness. what do you think?? #RealTalk @code and thought

Okay, I think I need to organize the posts with necessary hashtags, and this is how it will be from now on. Projects #ProjectBreakdown #MiniProject Learning Journey #TodayILearned #LearningResources #BookRecap Developer Mindset #DeveloperMindset #Consistency Personal Growth #WeeklyGoals #MonthlyGoals #Reflection Special Series #MessageFromTheSoul #CodeAndThought #ThinkWithMe #RealTalk #? - will start at 04/6/2026

Spend the day learning a lot of stuff.

Project Workspace Hub (TeleHub) is officially live. ✌🏾 I built it because I kept noticing the same problem: project opportunities get posted across dozens of Telegram channels, and unless you're following every single one, it's really easy to miss something. So I made one place to bring them together. How it works? (If you are asking😂) 👤 For users Start the bot Send /subscribe Get notified whenever verified channels post opportunities using #project or #projects 📢 For channel owners Add the bot as an admin (no rights required) Register your channel with /register @yourchannel Keep posting like you normally do Whenever your verified channel posts with #project or #projects, Project Workspace Hub automatically delivers it to everyone who's subscribed. Also /subscribe if you want to see projects from other channels😁 Tech Stack: TypeScript Cloudflare Workers Cloudflare D1 (SQLite) Telegram Bot API (Webhook) Wrangler Cloudflare Worker Secrets Simple idea, but hopefully it makes finding opportunities a whole lot easier. If you own a Telegram community that regularly shares projects, feel free to give it a try @projectworkspacehub_bot and share it around. Feedback is always welcome gang! Github Repo: https://github.com/HenokYoseph01/projecthub-bot #projects

On amazing news today... 2 Ethiopian girls have joined the YC 2026 Summer Batch. They built Osmaura, which is an Ai growth engine for law firms. more on it here [ Osmaura on YC ] @CrispLabs

when you give feedback be aware of context, situation and detail.

portfolio and resume🙂‍↕️ i have to work on this two for real

AfterQuery is back join in this link

The best way to predict your success is to commit to it.

Do you want me to share some concepts from the notes I took while reading? I actually have a lot of notebooks; I like taking notes while reading and I take that seriously. The Corona regime was my reading era, so I can share if you guys love it. I will consider this idea as 'yes' if this post reaches 10 rxn. 🤩

Opened one of my old notebooks today and found a note of books I didn't remember reading... For real, if I got one of these books again, I would read it again. So I asked myself: why did I forget about them? The only reason I can think of is that there's no new information on this kind of book. I'm not saying the books are unimportant, but I think I read this kind of book, listened to podcasts with this content, and underwent a lot of training. Now I guess there's nothing left... except implementation. 🤷‍♀️

Emoji deficiency🙂‍↕️ Any ways good morning my people

Who's your fan in World Cup 2026—Messi, Ronaldo, or another GOAT? For me, it's the Japanese people. People saw Japan's football fans cleaning stadiums after matches and thought the story was about cleanliness. It wasn't. The real story was about culture. A football team doesn't suddenly become disciplined on the world stage. Citizens don't wake up one morning and decide to respect public spaces. Nations don't accidentally produce generations of responsible people. What the world saw in Japan was the visible result of values that had been taught, practiced, rewarded, and reinforced for decades. A clean stadium is not the achievement. The achievement is raising people who clean it without being told. A respectful football team is not the achievement. The achievement is raising children who grow into adults who value discipline, humility, responsibility, and service. Systems build people. Then people build nations. The lesson is profound: every society is producing something, whether intentionally or unintentionally. The habits we tolerate today become the culture of tomorrow. The values we teach children today become the character of a nation tomorrow. Great societies are rarely built by a single leader, a policy, or a moment of inspiration. They are built through millions of small actions repeated consistently over generations. Showing up on time. Keeping promises. Taking responsibility. Respecting others. Doing the right thing when nobody is watching. These may seem like small things, but history shows they are not small at all. A nation's future is hidden in its daily habits. Japan reminded the world that excellence is not only about winning trophies. Sometimes the most impressive victory is building a culture that produces honorable people. Character is not an event. It is a system. And every generation decides what kind of system it will leave behind. As someone who grew up watching anime, I feel a deep connection to Japanese culture. The moral values reflected in their stories, films, and everyday life have always stood out to me. There is so much to learn from Japan and its people. They have managed to preserve their values in an age where information is everywhere—and where the worst influences are just as accessible as the best. just amazed! @code and thought