AI Agent 101: A Beginner’s Step-by-Step Guide

Read the online version here. 👇

https://www.snugletimes.com/2025/04/tools-of-future-how-to-build-your-first.html

Today, I want to walk us through something exciting that we've built at DwellPro - an AI-powered chatbot that helps with travel planning, business tools, and wellness resources without needing to code or worry about backend complexity.

Whether you're exploring DeepSeek, using no-code platforms, or just curious about what's possible with modern AI tools, this guide walks you through how to prompt your way into creating something powerful, lightweight, and entirely client-side. Little or no server-side rendering.

The future isn't coming, it's here.

If you've ever wanted to understand how these chatbots work or wished to build your own, this post is for you!

I'll keep it simple, as it may become a series.

AI is still in its early stages. It is not as saturated as many think. In fact, the real wave has not even started yet.

A time will come, if not here, when you’ll assign names to your AI employees, each responsible for specific tasks at specific times.

One will patiently wait for the other to complete their part, while the other will review, refine, and provide feedback where needed.

Just like any team in an organisation, there will be a "Chief of Staff AI" who gives the final approval on every given task or project in a typical digital ecosystem.

Your role is to oversee each step of the process and ultimately provide the final endorsement for real-life implementation or deployment.

I'm not writing this for you to read, nor to become a better writer—nope, my friends. I'm writing this to solidify what I've learned and to share it with anyone it may be concerned.

What We Built

We created a friendly, floating chatbot that lives in the corner of our website, ready to assist anyone with:

💼 Business tools (translation, currency conversion) and all in real time.

✈️ Travel planning (destination info, booking tools, weather, and time of day of any country in the entire sphere) via tools like open weather API and Google map API (updated)

🧘 Wellness resources (meditation tools, inspirational quotes) fetched via web scraping.

If you're not familiar with the term API (Application Programming Interface), think of it as a way for different software or systems to talk to each other. Let me explain it in a way that's easier to grasp.

Imagine you're shopping online. You browse through items, add them to your cart, and then place an order. Behind the scenes, it's the API that helps fetch all the necessary information from different parts of the website and puts it together for you to complete your order.

Or think of it like ordering a meal at a restaurant. You tell the waiter what you want, maybe mention you're allergic to gluten or that you want extra chilli. Even though you don't see the ingredients being prepared in real time, your preferences are passed along and reflected in the final dish you receive. That back-and-forth communication is very similar to how an API works.

In the same way, when we use something like the OpenWeather API, it collects weather data from various sources and delivers it to us in real time. It’s simple, super effective, and efficient.

In simpler terms, an API is what lets different apps, websites, or services talk to each other and get things done behind the scenes.

I hope that helps make the concept a little clearer.

We also built free tools that you can download to supercharge your business—and yes, they're completely client-side with no server-side rendering.

That means you can download and use the tool without an internet connection. Crazy, right? We love making life easier. You can have them for FREE if you want to.

They're vital tools you'd normally pay for. DwellPro File Tools (Convert images and generate QR codes with logo support & More)

Unlock daily motivation and success-driven insights featuring the best life, business, and personal development quotes.

www.snugletimes.com

Whether you're an entrepreneur, professional, or personal growth enthusiast, these inspiring words from visionary leaders, authors, and innovators will keep you focused, driven, and ready to conquer challenges.

🎧 Listen now and fuel your mindset for success, productivity, and personal growth. Perfect for your morning routine, work sessions, or daily inspiration boost!

#Business quotes

#motivational quotes

#success mindset

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#self-improvement

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Online version here 👇

www.snugletimes.com

Will machines replace creative endeavours?

F*ck no!

Recently, I asked ChatGPT, "How do humans perceive and view you?"

"The bot replied, 'Many humans just see chatbot as a question-answering bot. I do a lot, Destiny.' I responded, 'Really? ...Good boy!"

That conversation got me thinking more deeply about AI (Artificial intelligence and Automation).

It sparked curiosity about its capabilities, things previously unconsidered.

Then, I realised how AI could help build daily tools, solve problems, and save money for both myself and others.

For example, I built a QR code generator with just sufficient prompting.

I also built a business card designer on the go with seamless QR code integration.

In the past, I had to search online for tools and rely on platforms like Canva. Now, you can simply enter your business details, and—voilà—the tool handles everything instantly.

The benefits of these digital tools can’t be overstated. By default, they aid in combating our environmental footprint. This is an incredible advantage in this era of heightened global warming.

AI won’t take your place if you know what you're doing. However, if your work is repetitive and mindless, AI will eventually replace you. AI isn't just a tool, it's a collaborator.

Creativity, on the other hand, is timeless. It can't be automated or outsourced.

It's an innate ability that strengthens with consistent practice.

AI or automation cannot act on its own; it only executes when properly instructed—just like we discussed in the last two weeks' letter, “⁠The Problem with AI⁠.”

AI can educate you if you have an open mind. In fact, the fields I think about the most are healthcare and education. You no longer need a degree to acquire essential skills—all you need is the willingness to learn, build, iterate, and improve.

Many individuals get overwhelmed trying to create the next Amazon or Airbnb and end up building nothing.

My advice? Start small. Create simple, everyday tools that solve real problems.

For instance, I developed a file converter so I no longer have to sign up for multiple platforms just to access basic tools.

Every digital challenge I encounter inspires me to create solutions, take ownership of the platform, and license it myself.

While backend development is still a challenge for myself, I’ve already got the front end covered.

I understand our biggest challenge is often the fear of new technology.

Even I’ve procrastinated on learning backend development, always waiting for the “right time” to dive in. When is the right time?! At a time, no time. I kept quoting favourable laws to suit the circumstances.

It’s easy to feel lost before you find your way. Simply applying the pre-mortem principle we discussed last time, you can disarm worries before they even arise.

Technology can be overwhelming, even frustrating. But strangely, just when I’m about to give up, that’s when breakthroughs happen. Have you ever experienced that?

The complexity of navigating tech tools is what makes success in this space so rewarding.

Ultimately, AI is human-driven. It can either make or break you—the choice is yours.

I don’t go searching for things to write about; I write based on what I’m building. That way, you combat content burnout or worries.

AI refines content and enhances accessibility. This content could easily be converted into audio and shared on Spotify.

Online version here 👇

www.snugletimes.com

Your click-through rate (CTR) isn’t just a statistic. it’s a reflection of real people making choices. Every click comes from curiosity, urgency, or the promise of something valuable.

Understanding that can change everything. And this letter will give us an insight into those psychological tricks and tactics.

If your content, ad, or link fails to create an instant connection, people won’t engage.

I once learned from Michael Porter that a pre-mortem is a tool for identifying potential failure points before a project begins.

Too many digital communities remain mediocre because they lack strategic thought.

Many people dive headfirst into new ventures without a clear action plan. A thinking on paper methodology.

They soon find themselves overwhelmed, disoriented, or giving up quickly—only to retreat back into the all-too-familiar comfort of their 9-to-5 routines.

Successful individuals understand that money jumps with the right strategy and that the same concept applies to your digital ecosystem.

Virality is not a one-time miracle—it’s the result of careful and strategic positioning.

I want to build an ecosystem that Never Sleeps.

where my tools attract users 24/7, and I'm turning that dream into reality faster than ever. It's not magic—stick with me, and I'll show you how, without taking up too much of your time today. Trust me on this.

Before we dive in, take a moment to check out this dashboard.

In just one month since its inception and with fewer than seven posts, it’s already making waves. Not to be proud but to be proud of my viable actions after a long suffering. And beginning to realise that my built-up system is starting to garner attention.

This early progress is a testament to my focus and determination. Enjoy the ride with me, mate!

I'm keeping this letter brief because I've got to convert this project to my Spotify channel, boosting our accessibility and reach. Tune in on Spotify if you want more convenience.

Spotify 🎧

......

If you plan your moves with intention, your ideas can reach and resonate with a wider audience.

I recall a time two years ago when I made a significant mistake.

I arranged things in the wrong order, much like putting the horse before the cart. I'm not even sure if I'm right with that. But you get what I mean.

I had built a beautifully designed and optimised system, but when no one visited my website or storefront, all that effort went to landfill.

It Hurt, But I Kept Going anyway...

I refused to give up. I knew that being right, even just once, will be worth every ounce of pain thereof.

Sometimes, the hardest battles lead to the greatest victories.

That failure imparted a valuable lesson: without strategic thinking, even the best designs can fall flat.

Strategic thinking isn't just a fancy buzzword; it’s about having a clear plan in your mind. It’s a strategy— with— thinking. And it can depict simple joystick illustrations like this. ↗ ↘ ↙ ↖ ⇧ ⇩ ⇦ ⇨

Think of it like planning your trip the night before. When you invest time in mapping out your journey, you set your mind in motion. It becomes easier to achieve your goals compared to someone who wakes up and randomly searches for directions via Google Maps or any tool therein.

I strive for simplicity, much like the approach embraced by the late Steve Jobs. I love him, and I love his products (the Apple of God).

Minimalism is at the core of everything I do. At DwellPro, or Snugle Times, we believe that a meaningful project is built on the foundation of strategic thinking.

It is the secret ingredient that fuels all of our developed projects.

The mind is both your greatest ally and your worst enemy. What you focus on expands. Like a lobster, growth requires shedding limitations and embracing discomfort.

#psychology #spotify #podcast

Fabricated Identity: How Fashion Shapes (or Distorts) Who We Are

Please lend me a second of your time.

Clothing maketh the man. And by "man," I mean everyone.

First impressions matter, but does what we wear determine how far we'll go?

What shall it profit a person from accumulating all the wealth and not the ball?

In roughly 99 years, everyone on the planet called Earth, including myself, jotting this down—will be gone.

Yes, broke individuals may complain that style is a distraction. But how about social media? Experts meticulously designed and built a mechanism to manipulate people's thoughts, resulting in mental masturbation.

What, then, do we like?

Suppose you don’t like fashion. I love fashion, and philosophers love fashion too. That’s what the Goodlife Philosophy is all about, in case you’re missing one of the core ingredients.

By the way, one can love fashion without being a fashionista, but your sense of style will still shine through in other areas of your life.

Some love fast cars. Others love luxury travel.

Maybe you dream of the Maldives or a five-star escape in Canberra’s most lavish hotel. It’s all the same—taste, better living, memories, and status. That’s what humans desire. That hasn’t changed.

If you don’t like fashion, maybe it’s time to start paying attention.

Without enjoying and experiencing the best things in life, what then is life itself?

Life becomes a boring piece of sh!t.

Wake up in the morning, go through the motions, and wait for the day you finally kick the bucket. F*ck no.

What’s the essence of the hustle and bustle?

A friend was surprised when he saw the receipt for my Balenciaga purchase.

"You mean you spent that much on those boots?!" he asked.

I said, Yes. Are there problems?

He was worried—even though I got the ballers on a special offer.

The original price was $1,200, and I snagged them for 750 bucks.

What he failed to realise was that I used money to buy back money in some way.

After about 8-9 months of rocking those insane boots, I sold them for around $450 (minus taxes and fees).

Sounds good, right? Yes!

I rarely purchase anything that won’t return some form of monetary value.

There’s a lot to gain when you grab the best of everything, philosophers.

You expect the best, and at the very least, you can rest assured that your expectations won’t fall short.

And you don’t always have to buy them directly from luxury stores—many are available as second-hand items. The key is to adopt a mindset that allows you to enjoy the best things in life, no matter where they come from.

Some haters call it lifestyle inflation—claiming it’s stressing 'em out. No. You’re just broke.

That’s what I want. And any money I spend on fashion is, to me, an investment.

Every luxury brand worked hard to become what it is today. So if you’re paying for something carefully crafted, please, patronise them. It’s worth it.

Haven’t you ever made a purchase and taken a moment to appreciate it? This applies to mindful purchasers, not mere consumers like non-philosophers.

Take my MacBook for example. I purchased it in 2020, before COVID, and it is still in excellent condition.

I used to tell my dad: "You’ve got one life. Use your money. Don’t save it for us—I’m already hustling tight!"

This letter may seem all about Destiny, but really, it’s a reminder to use your money and enjoy life.

Life is brief, and you’ll only know it once you’ve lived. Too many people merely exist—broke as hell.

Life is fleeting; seize every opportunity. Don't be among those who lament the chances they let slip away. Research indicates that people often experience intense regret over missed opportunities. https://weekendchronicle.org/

You see, if you don’t like fashion, then why are you even hustling?

Oh yeah, I forgot. Some people just copy others—chase like others and die like others.

We enjoy and give the best things in life.

I'll keep this letter brief because it's just the start of a series. See you at the next one.

Fashion up!

— Destiny