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

Apr,2025

If you’re a student struggling with self-discipline, time management, or staying consistent, The Art of Laziness is a book worth reading. It doesn’t teach you to avoid work—instead, it helps you stop wasting time and energy. For students, the message is simple: focus on the right subjects, study with intention, remove distractions, and build disciplined routines. When your effort is structured, results follow without burnout.

You can download PDF here