Introduction: From Disorganized to Assisted

So, yeah, first use case is that I'm very, very disorganized person, I'm a very, very

lazy person, maybe I share, maybe I'll find some compassionate people here who share the

same traits.

No.

Only you're organized.

Serious side business, I like it.

Use Case 1: Personal Assistant Agent ("Jeff")

Daily reminders and meeting prep

So getting back to that, let me introduce my private assistant Jeff.

You see, he sends me a lot of messages.

messages, he triggers every morning and also on Sunday evenings and reminds me about meetings

that I don't like or I don't want to skip.

So I had a meeting with Google, I had a meeting with client.

So yeah, generally that what it does, it's only job is to make sure that I come prepared

to the meetings and next on this agent also transforms and reminds me what I talked about

during these meetings because sometimes I tend to forget about it.

So this is very simple.

Tools and models used (Dust, GPT, Claude)

you can go there you can configure that and by no means I inspire you to do to use dust you can do

it probably with chat GPT as well I think you can do with cloth exactly so in lots of the systems

the thing is that dust allows me to use both GPT modal and cloth and any questions about this

use case useful not useful simple sorry the instruction oh sorry I'll do it

Quick setup walkthrough

question so does is very intuitive platform I'll quickly show you that so

here is Jeff you see it so what I asked Jeff to do your professional assistant

your main goal is to automate repetitive tasks with email documents search

reports and like it's very very simple system instruction and I also connected

it to Claude as a matter of fact and I connected it to a few of my tools Google

Calendar Gmail and a few other things that I like it to know like his memory

compensates mine I have a lot of my plate so it sort of allows me to stretch

a bit my mental faculties it is basically an agent that's also in this

case I think I asked it if I go to edit mode over here I asked also it to be

triggered on shadow so every morning and every Sunday with different instructions

so that's how it's done I it took me literally 10 minutes to set it up and I

think really sure if I'm pretty sure that it takes you 10 minutes to set it

up in other systems.

Why it’s useful

So pretty neat use case, pretty good and well I think you will find it

useful.

Use Case 2: Renovation Tracker App

From contractor docs to a visual plan

The second use case I wanted to show to you is very personal to me.

I'm in my apartment

renovation right now, so to not expose my private details I asked to chat GPT to generate sort of

generic milestone for kitchen renovation, so everything like here looks

interesting.

You may receive something like that from your contractor actually, and it's a

good use case.

So what I'm going to do, I don't want to read the document, really I

hate reading those long documents, it's a waste of my time.

What I'm doing here, I'm

going to my downloads, I'm receiving contractor email with long terminology

and I'm asking, sorry, I'll stop speaking for a moment, I need to type, but it's about build me

a visual tracker for innovation project.

Prompting the agent to build the app

It must include Gantt chart for milestones,

milestones, budget burn down, and a tracker where I can mark milestones as done and see

progress.

And I need to ask dust agent to do that.

But actually, it will also work in

cloud for sure.

I was inspired by cloud.

I just don't have access to it directly.

So

So let's give it a moment.

As the output, we'll receive nothing less than an app.

And this is where it gets exciting.

Yeah, but I have a question.

Multi-agent conversations in Dust

Because we are in dust, if you are putting the multi -dust,

do you supply the dust?

Yes, so that's a good question.

I'll use an example.

I have a few agents that I've created myself.

So I can talk to Jeff.

I can talk to lots of people so I'll demonstrate that while my previous

request is being processed.

So why again I love using Dust is just I can talk to

multiple LLMs.

Let me demonstrate.

You can have conversation between LLMs to see what the other answer was.

If you like the other answer you can do it in one problem.

Instead of like going back through

copy and pasting through...

So right now I want to talk to GPT -5 and Cloud 4 .5 Sonnet.

it.

What is life?

Let's get a bit philosophical.

Well, I'm having fun with it.

You asked me

to.

Great question.

So you have a reply from GPT -5, you have a reply from Claude.

Now to

make it interesting, who's right?

We'll never know.

So did I address your question about

why i talk to dust and why i talk to other agents right yeah so over here we're back to

Sharing and tracking progress

my renovation project and i want to share it with my uh i know neighbor for them to understand

when i'll be loud uh i want to be public i want to copy link and it's self -sufficient application

So, here are the milestones on the Gantt chart.

This is my project burndown.

Right now I understand it.

And I can track it.

So I have all of the breakdowns.

Oh, but for example, I don't have progress bar.

I don't like it.

And let's wait and give it another moment.

Yeah, so as I said, we'll never know the answer.

Evaluators: LLMs critiquing each other

but yeah you can pitch LLMs against each other and it's super cool not just for philosophy it's

super cool for something called evaluators so for example what Jacek showed you in the previous

setup you can ask one LLM to write and create the workflow and ask another one to run and test it

and evaluate that it's super powerful and like unfortunately this system cannot do complex

background tasks so you need to work around but it's very good for something

simple I personally use it and it's very good yes

Dust vs. other tools

just Jen's parts actually Jen spark is a little bit different because Jen spark

will give you some offers but like dust is more think about it Jen spark is for

for you to help work externally with agents,

get them to execute things.

DAST is much more of a tool that you use for yourself.

And within the company.

Yeah, I'm sorry, I'm not familiar with this tool.

Sorry, we can talk about it.

I'm very curious to learn, but I cannot address.

Probably Jacek knows a bit better.

But yeah, let's see.

Let's see.

It did not, yeah, it started tracking.

It started marking them as green.

That's an interesting solution.

Yeah, so you see I marked it here, I marked it

here, it turned green.

We have a nice app within five seconds.

Use Case 3: Rapid UI Prototyping from Existing Sites

And the last use

case, and it's the last one I promise, it was actually inspired by my co -worker at

my other startup.

And I remember we have some web designers here and it's

something really cool you need to use for prototyping and for your

Recoloring and prototyping a landing page

imagination so here is the web page of sorry this is the web page of my other startup and for some

reason my ceo from this startup chose green as the color i want to see how this project looks in

purple i like purple so let's ask dust how it looks like let's see what it gives us so i'll

I'll give you a back story.

I'm, again, you already know I'm a bit lazy,

but I like to progress with things.

I like innovation, I like optimization efficiency,

and I like to see things.

I'm a very, very visual person.

So before making a decision a few weeks ago

on an improvement, how a new tool in this project

looked like, we needed to imagine it.

And the data scientist from this company

approached us and, in cloth, she's done it in dust,

actually, sorry, she's done it in cloth,

not in dust, actually.

so this functionality is also available in cloud.

She showed something that blew me away.

So she showed a prototype of how the feature would look like,

exactly created from the website that we have.

And she's done that in a moment.

And we already knew how the feature would look like.

It was very high fidelity prototype.

And I could click that through.

Client collaboration and iteration speed

Imagine that you have a client, you're on the call,

they want a website.

and they like certain prototypes they like a website of their competitors but

they have different color scheme in a minute you see we can imagine it and

iterate so I copy link to show it wider so this is how the company web page

would look in purple we can also do some kind of prompting we can talk to the

page we can extract information we can change titles we can experiment with marketing messages

and do it quickly on the call with the client and it saves a lot of time like it saves your

lead time to close the deal and it saves you sanity because you know exactly what they want

you get aligned faster and it's it's really saved us a week of iterations at least yes

Handling more complex, interactive pages

But if it will be some more complex than just landing page, like, I mean...

Okay, I do have an example.

That was an example, so why don't you give me a page?

Sorry?

Yeah, do you have an idea of the page or I should pick up more complex?

Could be some advertisement, buying car, I don't know, car advertisement page where you can

and maybe put some big bit and make.

Does this look like more complex page?

It's more like.

Auto mode.

It's auto mode, yeah, but I'm interested

what is the, will be some interaction

between the, maybe more like car option.

Okay.

Why don't we, okay, so it will be harder

without an example.

I mean, where there will be some logical calculations

or something like more complex.

You can prompt it out like of course I asked it to change the color, but yes, it will work so

I'll give you an example

Yeah, it's it's not perfect replica, but it gives you the idea of the structure so it captured the titles that kept the structure it

It omitted pictures, for simplicity, yes.

It's not perfect, but it's a very good

high -fidelity prototype, so we can add interactions.

It's like, if you look at it,

I assume you're a technical person.

What you can do, you can download it,

open it in your favorite ID, and fix it.

So it's actually a full.

And fix a bunch of code.

If you want interactions, you can either

prompt it out or go into the code.

So yeah, let me know let me know if you come out.

We'll come up with some faster way

Memory, persistence, and databases

It's more like usually we know the charging because this memory yeah, yeah memorize what you say

But this tool doesn't keep the memory

I mean because it's quite interesting that you can build website and you can improve it by just from doesn't keep in memories this

previous version or

or you'd like, imagine it's a beautiful one.

You have to keep it in the chat

and you have to also set it in your personal settings

for it to remember.

So, instructions, but it depends.

You can always open a project or whatever it would be

if that's kind of what you're looking at.

Yes, and technically, you can connect it

from this chat window to the database.

But if I was showing, like, maybe for the next tech talk,

when I have more time, I can show you that.

But yes, you can connect it to the database

straight from this window.

Can I go on to the question?

Q&A and Practical Details

Last last question because I think we are getting hungry and getting the signal that pizzas should be arriving soon.

So last question

Access limits and ethics

Yeah, it cannot it cannot open the protected websites like a straight straight now like a person cannot do that

Yes.

Yes.

When can I find a website?

I'll not answer this question.

No, but we can .

I did not suggest in any way possible of doing that.

Pricing and licensing

How much does it cost?

What?

Like this dust thing?

29 euros a month.

How much?

29 euros a month.

Per user, yeah.

So if you have an organization of 10 users, you'll pay 290 euros, yeah.

But, I mean, it's for, like, some people can use in large, it's not really popular here, but I, like, we're using it just for a company, but it's just for personal use mainly.

It's, ask me later, I can give you more details, but it's pretty good.

So...

I'm not affiliated with it, by the way, or anything like that.

No, we just use it for our company, yeah.

It's a really good product.

Conclusion and Thanks

So Dan, thank you very much for your attention, you've been a great audience.

Thank you, thank you, and back to you Asif.