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Sharing the journey and creating a space for developers to grow, learn, and stay sane.
Daily tips, critical tech alerts, and the real "dev life" struggle.
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"Shipping AI" Blueprint by Biniyam Daniel

Building AI in Ethiopia isn't about having the most GPUsβ€”it's about the "Bushcraft" mindset: building what you need with what you have.

1. The "Don't Reinvent the Wheel" Rule πŸ₯§

Stop trying to build the universe to bake a pie. 80% of use cases are covered by existing LLMs. Use them.

If you can prompt it, do it. Don't be afraid to be a "wrapper"β€”as long as you find Product-Market Fit.

2. Prompting vs. RAG vs. Fine-tuning πŸ› οΈ

Prompting: Best for low data & simple tasks.

RAG (Retrieval-Augmented Generation): Best for moderate data and external knowledge.

Fine-tuning: Use ONLY when data is massive (millions of records) or the domain is highly specific.

3. The $100k GPU Hack πŸ’Έ

You don't need a massive budget to start. Biniyam suggests:

Google Colab & Kaggle: For free weekly GPU hours.

Nvidia Inception Program: Apply for up to $100,000 in GPU grants.

4. The "Hair on Fire" Problem πŸ”₯

Don't build "nice-to-have" ideas. Look for the person whose "hair is on fire"β€”they are the ones who will pay for your slightly better solution.

The Takeaway: πŸ’‘ Stop looking for investors before you have a product. Use open-source, use free tiers, and just ship it.

Watch the full masterclass: πŸ”— https://youtu.be/4g6ncDSv4B4

@code_journall
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Good morning guys☺️
Happening know πŸ”₯πŸ”₯πŸ”₯
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Forwarded from Dagmawi Babi
ExamBuddy by Mohammed Ibrahim
β€’ youtu.be/eJq01B4xnPM

Mohammed Ibrahim showcases ExamBuddy, an all-in-one AI-powered study assistant that lets you create exams from your documents, generate concise notes, flashcards, audiobooks, and more.

#DagmawiBabisMeetup #YouTube
@Dagmawi_Babi
Forwarded from WTM Ethiopia
πŸ“£πŸ“£ Every year, we celebrate International Women’s Day (IWD) to honor women who break barriers and inspire the next generation.

This year’s theme is Break the Pattern, a global theme for IWD 2026 – brings a bigger and better full-day event, hosted by Women Techmakers Ethiopia in partnership with ALX Ethiopia at ALX Lideta Hub starting from 9AM πŸŽ‰πŸŽ‰

Why you should attend 🫡

βœ”οΈ Hear real stories of perseverance and achievement
βœ”οΈ Participate in hands-on workshops
βœ”οΈBuild meaningful connections an expand your tech network
βœ”οΈExplore internships and career opportunities
βœ”οΈCompete in hackathons and showcase your talent

πŸ”— Click here to Register

‼️ Spots are limited, snag yours before they are gone!
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Forwarded from The Software Guy
Three months ago I noticed something.

Ethiopian AI startups were shipping real products. Real APIs. Real intelligence.
But Flutter devs? We were stuck reading raw docs, wiring endpoints, fixing edge cases alone.

So I built a Flutter SDK for Hasab AI.
Didn’t expect much.

People loved it.

That moment told me something important
This ecosystem doesn’t lack talent.
It lacks bridges.

So I kept going.

Today, I’m releasing Addis AI Flutter SDK.
Same mission. Cleaner execution. Better DX.

Flutter devs shouldn’t struggle to use local AI.
It should feel native. Simple. Obvious.

Check out
https://pub.dev/packages/addis_ai_sdk
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❀️Why bookmark a dozen websites when you only need one? πŸ€―πŸ› 

Meet your new go-to productivity hub: The AMEN CREATIVE Tools Collection. We’ve packed 100+ powerful, easy-to-use utilities into one space, designed perfectly for creators, developers, students, and everyday problem-solvers! πŸš€

For Designers: Color palette generators, contrast checkers, and image resizers.
For Devs: CSS shadow builders, JSON formatters, base64 encoders, and Regex testers.
For Students: Pomodoro timers, GPA calculators, citation generators, and flashcard makers.
Everyday Hacks: QR code generators, password makers, unit converters, and more!

Stop switching between a million tabs and start working smarter.

Explore the ultimate free toolkit today! πŸ‘‡

amencreativedesigns.com/tools

#AmenCreative #ProductivityHacks #DesignTools #WebDevelopment #StudentHacks #CreativeToolkit #DesignResources #WorkSmarter
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Morning / After noon guys😊
πŸŒ… Morning Thought from Class

Today my lecturer said something simple but powerful: β€œAdd 1 value to your life every day.”

We all have visions, dreams, things we want to achieve. The key? Small daily steps.

Learn something new about your career, your skills, or even yourself β€” just one thing each day. Over time, it turns into something massive.

It’s not about rushing; it’s about growing a little every day.
Stay StrongπŸ’ͺ

@code_journall
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