Personal Agent · Tutorial

How I Use Muse:
7 Practical Examples for Work & Life

I'm Koki, a lawyer turned AI builder. I've used Muse for almost a month and it has fully become my main personal AI assistant. Here are the seven real cases from my video, from mass job applications to a website that updates itself.

Koki · October 2026 · 6 min read · Video: How To Use Muse: 7 Practical Examples For Work & Life
The seven examples listed in the video intro
The seven cases: jobs, free tickets, a pan, a volunteer day, insurance, my calendar and my website
The seven cases
  1. Job applications: resume, shortlist, forms, follow-ups
  2. A free ticket to a San Francisco event
  3. Replacing a frying pan
  4. A fully planned volunteer day
  5. Renters insurance: compare, buy, cancel
  6. Calendar management
  7. My personal website's coffee-chat calendar

01Job applications, end to end

I sent Muse my LinkedIn, my apps and my personal website and asked it to find me a job. My career keeps changing, from law to AI governance, to building, to community and developer relations, so I know how painful mass applying can be.

It researched my public profiles and wrote a resume that was clean, well formatted and usable right away. If you feel lost about direction, ask it which jobs fit you: AI companies hire for roles like developer relations, community and go-to-market that already exist in other industries.

Then it searched job boards, shortlisted roles and opened each company's official application page to fill in the forms. Before every submit button it stopped and showed me the complete application. I reviewed them all, said "send all", and it submitted.

Muse filling in an official application form
Filling in the official form, ready for my review before submit

It also set up the follow-up: it tracks replies and scans for new matching roles every day. Mass applying used to leave my fingers stiff from writing emails; now hundreds of applications a day is possible.

Application replies in the inbox
Application confirmations and replies arriving in my inbox

02A free ticket to a San Francisco event

I asked Muse to find interesting events. It found one I "could not miss", but it was paid, so it went and found a promo code for a free ticket, handled registration and got me to the venue. That saved me hundreds of dollars.

The venue was the Palace of Fine Arts, one of San Francisco's most beautiful classical landmarks near the Golden Gate Bridge.

Palace of Fine Arts, San Francisco
The Palace of Fine Arts. Ticket handled by Muse

03Replacing a frying pan

Slightly embarrassing: I burned a friend's frying pan, and I know nothing about pans. I gave Muse the original pan's details and asked for a delivery-only replacement. It came back with a shortlist showing which option matched, what each cost and how fast it could arrive, exactly the three things I needed to decide, and it surfaced discount codes too.

Muse comparing replacement pans
Options, prices and delivery in one comparison

I picked the one it recommended, paid, and the pan went straight to my friend's home.

04Letting AI plan an entire day

A small experiment: I asked Muse to find me a way to blend into the Bay Area AI ecosystem. It signed me up as a volunteer for an AWS community event, handled the emails with the organizers, linked everything to my calendar and sorted out the details.

Email to the organizers drafted by Muse
Emails with the organizers, drafted and handled by Muse

It researched the speakers and other volunteers, briefed me on their backgrounds and suggested people worth talking to one-on-one. It even got me into the speakers-and-volunteers dinner the night before (free, and delicious). On the day I just followed its plan, ran my sessions and made a lot of new friends.

05Renters insurance: compare, buy, cancel

I didn't want to work through long forms and compare every plan myself. Muse laid the plans out side by side; I picked the cheapest, $5 a month.

Renters insurance plans compared
Coverage, liability and monthly price, side by side

Later I no longer needed it, told Muse to cancel, and it did that just as easily. It can also help with visa applications, lease forms, bank issues and reimbursement claims.

06Calendar management, every day

Muse first got to know my profile, my work and the kinds of events that fit me. Then it started proactively searching Luma, Meetup, Eventbrite and similar platforms, and signing me up for the ones that fit.

Discovering Bay Area events
Discovering Bay Area events that fit me

I gave it a standing task: every morning, scan my inbox for invitations and confirmations and put them on my calendar. It checks for conflicts and groups nearby events so my day makes sense geographically. When hosts reply or plans change it follows up, and if I don't want to go, it writes the email or cancels the sign-up.

I used to plan my days across five different apps. Now I wake up and the day is planned.

07A website calendar that updates itself

Many people ask me how to switch careers into AI, so I get invited to a lot of coffee chats. My real calendar has private things in it, so my public events live on my website's Bay Area schedule.

The public calendar on kokiai.net/sf-2026
The public schedule at kokiai.net/sf-2026: events and coffee chats

Every update used to mean editing code by hand. So I asked Muse to connect to my code repo and my calendar and keep the page in sync with my public events once a day.

Daily website sync notification
Daily sync: when the calendar changes, the page follows

Now I just send people the link. They can see which events I'm attending, where to find me in person and when I'm free for a coffee chat.

What's next

These seven cases are the tip of the iceberg: I can hand basically all my daily stuff to Muse, and I do. I'll keep posting tutorials about living and working with a personal agent.

Video thumbnailWatch on YouTube ↗