Code & Coffee

This week I’m diving into prompt engineering and sharing what I learn daily. Today’s quick takeaway: LLMs work like this → Input → probability → output → repeat Tokens = small chunks of text (not full words) And yeah… I just realized something important 👇 It’s not just input tokens that count. There are TWO types: - Input tokens → what you send (your prompt, chat history, system instructions) - Output tokens → what the AI generates You pay for BOTH. Prompting tip: Less fluff, more signal. - Be direct (“Explain simply”) - Limit output (“<50 words”) - Summarize context - Use structure (bullets, labels) Basically, LLMs read tokens, use attention to understand them, then generate new tokens one by one. I used to think only input tokens mattered… yeah, not anymore 😅 #learning #LLM #promptengineering

Let's make our day productive 💪

Living alone is fun until you get sick 🤧 Oh, good lord I need my mum 😢

Dear gunfan Please I can't afford to be sick rn 🤧

Hiring manager: “Don’t worry about the salary you’re young. This is a great place to learn.” Salary: not even enough to cover your rent 😬

I believe we should pay attention to ourselves when people say something whether it’s good or bad because there’s always a small part of us that we can’t see, but others can. So observing our environment and being open to feedback can help us improve our behavior. That said, it doesn’t mean we should change our values or who we are every time someone says something about us. Personally, I try to keep improving myself by observing both my surroundings and how people react to me. If there’s something people consistently dislike, I reflect on it and see if it’s worth changing. After all, since we live with others, being someone who’s easy and positive to be around is not just good for them it benefits me too. #my_thoughts

I’ve been really out here touching grass lately like actually touching it. Sitting on it, lying on it… at this point I might as well photosynthesize lol Not gonna lie, that was low-key therapy fr Anyway nature break is over. Time to lock in. GN yall ✌️

Look at our OG You were solid in this game sejemer I believe in you 😊

look our OG ma niga u prove ur self in this game sejemer i belive in u

Pre match outfit🔥 Ngl I looked like a basketball player😊 Photo credit:@codeandcoffee1 @bakacodes

Frontend ድግፍ ጤናየን ጥብቅ beselam tegnet lol

Backend peeps be like:

GDG Tech Fest 2026: Meet the Giants! Join us May 6th at OGH to learn from the icons shaping our tech frontier: 🎤 Keynote speaker: Yonas Moh (CEO, Yonile Communications & Khilix Academy) Yonas empowers thousands of Ethiopian youth through tech education at Khilix Academy, bridging the gap between local talent and global opportunities. 💻 Panelist: KinfeMichael Tariku (Kinfish) (Founder, FarmUI & BetterAuth) A global open-source pioneer, Kinfish inspires young developers by proving that world-class software can be built and scaled directly from Ethiopia. Don't just watch the future—build it. Space is limited! 🔥 SECURE YOUR SPOT: 👉 RSVP: for Tech Fest 2026 @solomon_insight

Fronted 3: backend 2

❤️

Enhid enhid bechaka...😁

Today, I discovered this place around 4 kilo and I love it. I love spending time with someone ambitious, having coffee with a beautiful view.❤️

Before and after 😊 @tech_world_o1

Backend looking for logs in production like…

Heres our vlog. It'll be kept for our memory❤️ Cant wait till we make more memories as community !!!