Stop obsessing over which language/framework to use when building a product.

The hardest part is finding a real problem you can solve, and if you're lucky, one that people will pay you for

Just focus on getting a working product out there fast. Think rapid application development (RAD), not "requests per second.

Once you've built your empire, then you can hire the best C, Rust, or Assembly developers to rewrite your old, slow code

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Who heals you…
when the pretender breaks you,
when the liar looks you in the eyes and leaves you doubting your own truth,
when the one you wanted close chooses distance,
and life suddenly feels heavier than your heart can hold?

Who heals you
when you’re tired of explaining yourself,
when you gave with sincerity and received confusion,
when silence becomes louder than words?

I asked myself that question.
And I found the answer in stillness.

I choose God.
I choose Him.

Because people can wound you while smiling.
But God never leaves you bleeding without purpose.

Healing doesn’t always come as relief.
Sometimes it comes as clarity.
Sometimes it comes as removal.
Sometimes it comes as being pushed away from what would have destroyed you.

I heal by returning.
By praying when I have no words.
By trusting when my heart feels tired.
By remembering this promise:

“Indeed, with hardship comes ease.”

Not maybe.
Not someday.
Indeed.

So when life gets heavier,
I don’t ask people to save me anymore.
I let God restore me.

And somehow…
that’s enough.

We all have that one dream hidden in our minds that feels a bit impossible. For me it’s always been the desire to fly. i've spent my life looking up at birds with a bit of jealousy, just dreaming about what that kind of absolute freedom would actually feel like
I know it sounds like science fiction and honestly,the only people i’ve seen truly nail this are the team at Gravity Industries with their incredible jet suit,seeing them pull it off is all the proof i need that it’s actually possible, but my path might look a little different.cus i’m not necessarily looking for a billion-dollar Iron man suit(tho that would be cool🙂),i want to explore every way to get off the ground,whether it’s through engineering or even simple materials like wood. my plan is to take everything i love about tech and mix it with these ideas to finally turn this dream into something real...gotta keep learning and growing until i find a way to make myself fly. check out their you tube channel:- Gravity Industries

I’ve been deep diving into n8n for the past 4 months, and honestly it’s become the glue for almost all my AI and data experiments.

For those who haven't come across it yet, n8n is basically a flexible automation tool. it’s a bridge that helps your data move and it lets you connect your favorite apps, AI models, and databases using a visual node based interface. I actually spent some time trying to make Google Cloud Workflows work for my setup too, but i eventually went all in on n8n.
The biggest reason why i chose n8n over Google Cloud Workflows is the pre-built nodes and speed. in n8n, if i want to connect a Telegram bot to OpenAI and then dump the data into a database, i just add the nodes and link them together visually. in Google Cloud Workflows, i’d be writing lines of text based configuration files and manually handling API authentications for every single service. n8n lets me spend more time building the actual "AI logic" and less time fighting with documentation. So use Google Cloud Workflows to coordinate and manage internal Google services (like Bigquery) with high-scale, enterprise-level reliability, and you're comfortable writing code to keep things lightweight.

Use n8n when you want to prototype fast, connect dozens of different SaaS tools, or build complex AI agents without getting stuck in a technical setup

2026 is finally here🎉, and if you’re into stargazing, this year is going to be a total blowout.
I was just looking through my calendar and we have some massive stuff coming up, including a total solar eclipse in August and a Blood moon total lunar eclipse 🩸 in March. the first big event is actually tomorrow night (Jan 3) with a massive Super moon, sometimes called the Wolf Moon!

I’m excited for all of them but more for the Blood Moon. Hope tomorrow the clouds won’t cover me up like the last time! 🥲🤞

"The greatest thing a human soul ever does in this world is to
see something, and tell what it saw in a plain way. Hundreds
of people can talk for one who can think, but thousands can
think for one who can see. To see clearly is poetry, prophecy
and religion...all in one." - John Ruskin

This is awesome.

[post]

Recently Agentic AI has been popping up everywhere..and honestly,going from a simple chatbot to a smart AI assistant always seemed really hard. but then i found NVIDIA’s NeMo Agent Toolkit (NAT), and it looks really interesting. unlike the usual chatbot tools, NAT is made specifically to connect AI models to real-world tools and apps,which makes building smart AI assistants feel much easier,especially if your goal is action-oriented AI, NAT is definitely a great choice

The moon is looking gorgeous tonight!🌕✨Unfortunately my camera quality won't catch a clear picture for you guys, so go out and see the real thing for yourself:)

I just heard some researchers say sth like...
Questioning your own doubts can actually help you stay committed to your goals and values that are close to your heart. By acknowledging and understanding our own "meta-cognitive" doubts, we can actually gain more confidence in ourselves and our abilities.

So, the next time you're feeling uncertain about your goals or decisions, remember that questioning your doubts is not a sign of weakness, but a sign of strength✨

[The three ways to solve problems]

One of the Questions I have been asked is where do I get internships to start my career.
Kifiya is a great start!

Check the program details in here

For Beginners dont miss this opportunity!!!

Check it on LinkedIn too

#1
There is a technique in Deep Reinforcement learning called the Actor-Critic method(it's like one part of the AI acts while the other part evaluates). Nowadays, its functionality is moving into the robotics field too,helping robots to collaborate almost like friends

We’ve seen teams of autonomous drones working together to master complex flight patterns and transport heavy payloads. this approach allows them to give each other feedback and adjust to one another in mid air.... very much like the drone displays we saw during the Abay Dam celebrations. seeing this makes you realize that Data Science is about so much more than just numbers. knowing Data Science fundamentals is a crucial step before diving into AI Ethics, NLP,.. etc