Simret.exe
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It’s just a chill space where I share my dev moments, ML/backend projects, and things I learn along the way. I started this to stay committed and grow with others. If you vibe with that, open your laptop and let’s figure out tech together 💻🧚‍♀️
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Forwarded from Po codes
Introducing Kulch.site

Do you get tired of pasting your CV into ChatGPT or Claude every time you apply for a new job — tweaking the same lines over and over?

I did.

So I built Kulch — a free CV workspace built around one simple idea:

> You don't need one "perfect" CV. You need a truthful CV tailored to each opportunity.

With Kulch, you can:

• Create a CV from scratch or import an existing PDF
• Duplicate your base CV and tailor separate versions for different roles
• Edit with a live A4 preview across 4 resume templates
• Compare your experience with a job description and get grounded AI guidance
• Save version checkpoints and export clean, selectable PDFs
• Work from desktop or mobile without losing the focused editing experience


Kulch keeps suggestions review-first. It never silently changes your resume or invents experience for you.

Try it out: https://www.kulch.site


@pocodes
Forwarded from GTB
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We built the Jarvis for any web app you create.

And you can do it all with just one prompt. 🤩

Introducing Voxide.

Go to Voxide , create your assistant, copy your assistant specific integration prompt, and paste that to Claude, Cursor, or whatever tool you prefer for your project.

And you’re done. 🥳 Your app can now not just speak and listen, but can:

- Navigate
- Fill out forms
- Scroll
- Read any page
- Search
- Click
- Type

You name it; anything you can imagine, Voxide can do. All it needs is your user’s command.

Let your users Be the iron man , and let your app listen back.

Try it at : http://Voxide.app/docs/ai-setup
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Keep on Learning
Until the L is silent🔥

#thoughts
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Forwarded from Leons Lab
Real proof. Real trust.
Screenshots can be faked. Reviews can be copied. But real client relationships are harder to fake.


That’s why I’m building TrustGrid — a platform that helps Ethiopian businesses and freelancers turn real client relationships into:

1. verified public proof.
2. Verified through real identity
3. Real client reviews
4. A public wall of proof


TrustGrid is now in beta.
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Telebirr Assistant Phase Complete 🔥

Built a bilingual (English + Amharic) RAG assistant with hybrid search, 10 knowledge-base entries per language, RAGAS evaluation, and a custom Gradio UI.

The interesting part was making it work reliably in practice fixing retrieval gaps, grounding issues, empty-context bugs, model deprecation, and testing embeddings specifically for Amharic instead of assuming multilingual models would work.

Production limitation: I also tried deploying it on Hugging Face Spaces, but free CPU-only hosting is no longer available, leaving shared GPU hosting as the free option.

For real production, the knowledge base would need to connect to Telebirr's actual systems: live transaction status, balance/limit checks through APIs, and a much larger, continuously updated knowledge base built from real support data.

The prototype is done. The next step is clear moving from a static RAG demo toward a system designed for real users.

More to come🔥🔥
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Forwarded from Eyu Devs
INTRODUCING GITSTREAK

It's pretty self-explanatory.

Open → see your grid → feel the momentum → close.

Under 5 seconds. No login. No ads. No complicated dashboards.

What makes it stick:
🔥 Home screen widget : See your streak without opening the app.
🎨 Themes : Make your contribution graph yours. Dev-coded, bold, soft - pick your vibe.
👥 Friends : Compare grids and keep each other shipping.

Try it out → LINK

Let’s see who’s actually shipping.

@eyudevs