User Experience
Meet other local people interested in User Experience: share experiences, inspire and encourage each other! Join a User Experience group.
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Frequently Asked Questions
Yes! Check out user experience events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the user experience events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find user experience events near your location here. Connect with your local community and discover events within your area.
User Experience Events Today
Join in-person User Experience events happening right now
F*ck The Small Talk #4 ๐
***๐๏ธ [Sign up here to grab your ticket](https://luma.com/ftst4budapest) [๏ธ](https://luma.com/ftst2budapest) ๐๏ธ***
ใ
ค
**RSVP โ ** **ticket**. A paid ticket is required to attend.
On your phone and **canโt click**? Click the link in the comments!
F\*ck the Small Talk has traveled the world from Berlin, London, Lisbon, to Buenos Aires, and is now in **Budapest!**
โจ **WHAT'S THIS ABOUT?**
FTST is an out-of-the-box **social experience** where strangers come together for an afternoon of meaningful, fun, and deep conversation. Itโs also a different & cool way of meeting new people by getting a bit out of your comfort zone and skipping the small talk!
Join us for **games**, **talks**, and **connections** with **friends you havenโt met yet**. Join if you get annoyed after being asked what you do, where you are from, and how long you've been in Budapest every single time you meet someone. If you feel that there are better questions in life, this is the place for you.
โจ **HOW DOES IT WORK?**
We start with a short & sweet intro talk followed by a few light-hearted group games to warm up. After that, we split you up into small groups and start with the conversation rounds (with 3-4 people). We'll have awesome question cards that will guide the flow of the conversation. You'll be guided by an experienced host (Keely, you'll love her!) who'll make sure everything goes smoothly.
**โจ HOW TO JOIN?**
**[Take 1 minute to sign up](https://luma.com/ftst4budapest)**
On your phone and canโt click? Click the link in the comments :)
Our events are **limited to 30 handpicked guests** to ensure a cozy atmosphere. **Confirm your spot on the link above** to make it happen! We prioritize a balance of gender and age. If you're invited you'll receive a confirmation within 48 hours via Luma (our ticketing platform)
NOTE: We won't validate your payment unless you've been accepted! (which you most likely will โค๏ธ)
**โจ HOW MUCH IS IT?**
The cost to attend is HUF 5,900 (early bird) HUF 6,900 (general), and includes the following:
๐ฃ๏ธ3 hours of facilitated and curated activities
๐ Access to the **Llamas** **in** **Budapest** WhatsApp group
๐ Light snacks to keep the energy going
๐A space to meet **new** **people** in the least boring way possible
๐ Supporting our **mission** of fueling human connection
*( also includes those pesky **ticket fees**!)*
**โจ WHERE IS IT?**
We host our events in awesome venues and parks across the city. We only **reveal the exact location** upon confirmation. Since this event will be **outdoors in a park**\*, please bring a blanket or something you feel comfortable sitting on in the grass. Weโll gather in small groups of 3โ4 people so that blankets will be shared. ๐ณ
\*In case of bad weather, the location will be changed to an indoor venue. Location TBD.
**โจ WHAT THEY SAY**
โThis is the kind of activity **humanity needs every weekend**. Thank you for all.โ
*\- Sonya*
โF\*ck the Small Talk changes the narrative from *"Where are you from?"* to *"When was the last time you laughed uncontrollably?"* and I think **that's beautiful.**โ
\- Monika
"Itโs a **wonderful** **experience**, itโs like being a kid again, when you were at the park, playing with other kids, and just decided you were going to be best friends for the next hours. Maybe youโll never see those kids again. But that hour was amazing because you both opened up and trusted each other."
\- Sara
**[Read our 220+ Google reviews here](https://goo.gl/maps/TpZy77bfPFkGoikn7)**
*(we ain't your typical meetup)*
**โจ FAQ**
**โข Can I come alone?**
Of course, everyone does!
**โข Can I be late?**
Please don't! Late arrivals will disrupt the floooooooow.
**โข I signed up but never got an invite. Why?**
We usually get a high volume of sign-ups, yet we like keeping it cozy & only invite around 30 people. Please try again next time if you do not receive an invite - no hard feelings
**โข Is this a networking or dating event?**
Nope! Think of us as the *anti-networking* and *anti-speed dating* event. Thereโs no pressure, no pitches, and no cringy icebreakers. Instead, we create spaces where strangers can connect through fun & meaningful conversations. Itโs all about authentic connection, no business cards or romantic expectations required. (doesnโt mean it *canโt* happen, itโs just not the intention!)
\-\-\-
\* Location is only revealed to ticket holders!
\* Age guide, 22-42ish years old (only a reference of what you expect, not a limit )
***๐ต This event is a no-phone experience ๐ต***
We started in Berlin back in 2019 out of the frustration of being asked 'where are you from?' a million times at every single meetup! Now there are chapters in nearly 20 cities, including London, Lisbon, Buenos Aires, Zurich, and Vancouver! ๏ธ
๐ฆ We're part of the Epic Llama Universe. We design out-of-the-box experiences that spark curiosity, creativity, and human connection. We're on a mission to make boring brilliant!
\*\*\*
Follow us on[ Instagram ](https://www.instagram.com/epic.llama/)
Our [website](https://epicllama.com/fuckthesmalltalk)[ ](https://epicllama.com/)
Identity game evening - self-improvement & learning about each other
Get to know others and discover, reinforce & improve yourself through this psychological community game!
**"Identity**" is a psychological self-improvement game that lets participants have a glimpse into themselves and each other from different aspects of life and providing opportunity to share relevant experiences and thoughts. You'll get a random simple task with every card you draw such as:
**"Most folks are as happy as they make up their minds to be.**" -> How could you use this insight? What does it say to you? How does it bring you forward?
"**When did you last have me-time?** What did you do? What things do you usually do for your own joy?"
"**Every ending opens up a new gate.**" -> Recall at least 2 painful stations in your life when something important for you ended! What good things could begin thanks to these endings?
Substantial short talks in a friendly, respectful, non-judgemental (really: judgements, *even advices* are forbidden by the rules!) environment, while comfortably having a drink. Let others surprise you positively, learn about them, reflect on yourself internally and improve your personal life thanks to select short tasks that aim to bring you forward!
**The game will be held in english!**
The game only exists in hungarian version, so for instant translation of the cards, **Google Lens is recommended on your phone**!
The event will be held in the underground part of รlesztล (turn right just after entering the garden)!
Open Dharma Budapest - Free Meditation in a Teahouse
Open Dharma Budapest is a friendly meditation sangha for anyone interested in meditation. Every Sunday we gather for 1โ1.5 hours at a local tea house to sit together, share, and support each other on the path.
What to expect: Each session begins with a 20-minute silent sit, followed by an open, voluntary sharing of our experiences โ a space to process what arises in practice, together.
Attention: This is not a guided meditation class. We explore a range of techniques rooted in Theravฤda Buddhism, with a modern and pragmatic approach - open to both seasoned practitioners and complete beginners.
Your host: Sessions are hosted by Maria East, a long-term practitioner of Theravฤda, Vajrayฤna, and Dzogchen, with over 10 silent retreats over the last 5 years. Maria is also a clinical psychologist in training, who is happy to offer additional support if practice brings up anything challenging.
You're welcome to enjoy a cup of tea before the session ([Menu](https://okuma.space/menu/)). Please [book here ](https://okuma.resos.com)and come earlier if you wish so.
[PLEASE RSVP HERE ](https://okuma.space/event/open-dharma-budapest-free-meditation-2/)to receive further instructions on how to get in.
Badminton this Sunday from 09:00 (2hrs)
Hey everyone,
here we go again with our next event on Sunday! Hitesh will host this session, so please follow his instructions! ๐
IMPORTANT NOTE: Free Cancellation is only until Friday, 18:00 PM. If you cancel after that without noticing the host, You must pay the fee to compensate the court and shuttlecock.
WAITLISTED ATTENDEES: If you are in the WAITLIST, please do not come.
Level of expectation : ONLY intermediate or above
Venue:
Tรผskecsarnok Sportscentre: 1117 Budapest, Hevesy Gyรถrgy รบt, Sportscentre
Map: http://tuskecsarnok.hu/wp-content/uploads/tuske-map-1-full.png
Look for #7 on the map. More info in the "How to find us" section of the Meetup event.
Our venue does not provide rackets, which means that you'll have to bring your own racket!
There are 4 courts booked for us for 2 hours from 9:00 till 11:00. and the other attendees are from the whatsapp group
Showers and changing rooms are available!
Extra Note
Attendance fee: We will divide the court fee by the number of people showing up. However, in certain circumstance, when the number of people cannot is less than and equal to 7, The Host deserve to contact the people who canceled after the time designated cancellation time.
The expected fee is usually around 2500-3000 HUF per person.
Payment is done at the court. or The host will reach you out via meetup chat.
!!!Last but not least: if you have signed up but cannot make it for some reason, just take a minute to sign off, RSVP = no. This is to help those who are on the waiting list and want to play. The cancellation time with non-sick reason should be 18 hours before the session. In case you are not feeling well on the session day, please kindly contact the host via comment or privately message him/her with the direct message feature maximum 3 hours before the session.
Looking forward to seeing you!
cheers,
Yoga
Liability: The participation happens on own risk. There is no liability for any accidents, thefts or damages from the organizer.
Make New Friends in Budapest (Small Group 4โ6 People)
This is a small, structured social meetup in Budapest for people who want to build real friendships in a relaxed and low-pressure setting. We meet in groups of 4-6 people in a cafรฉ or casual bar in central Budapest. The first part includes a short guided introduction so everyone feels comfortable, followed by natural conversation. The goal is to create a small recurring group where people can actually get to know each other over time, not just attend a one-time event. This is best for people in their 20sโ30s who are open to small group social settings and want to expand their social circle in a genuine way.
**Agenda:**
Arrivals โ Introductions โ Guided conversation โ Free chat โ Optional walk
Creat(ing) Jam Session #1
Here's the day. This is for those who miss playing together to turn our in-spiration into an ex-piration. To release our soul to have a relief of energy.
Therefore, we are starting weekly jamming sessions. If youโre looking to **explore new instruments**, **develop your musicianship** or just **connect with others through music**, this is for you.
Perhaps you always wanted to sing while others are playing. Or maybe you wanted to play solo guitar while other are playing the rhythm? Anything is possible. This is the time to bloom.
Our place offers cosy and embracing atmosphere for you to feel comfortable and play with others.
Bring your instrument if you have. Especially if itโs a unique one!
**We have and you can use:**
* Electric guitar (strat style) and two amps
* Bendir โ turkish percussion instrument
* Arturia MiniLab synth, Korg Kass Pad and Ableton Push 2 for those who want to make it electronic
* Shure SM57 for singing and/or recording
All ages are welcome and feel free to donate if you can. Recommended donation: 2500HUF. It helps me the organizer to keep it going and cover the bills. I'll also serve tea and sweets. You're also welcome to bring anything tasty!
Beginner/Intermediate Guitar Class
Looking forward to see you again this Sunday!
**General description of the class:**
Our class is open both for complete beginners, as well as intermediate players who want to level up their skills.
* We will have enough time to cover the basics (for newcomers), discuss what we would like to improve and get playing!
* We usually **play two-three songs** per class, depending on the level of the group.
I also speak Hungarian, so if there is anyone who doesnโt understand English, I will translate on the go.
Any newcomers are welcome and I will help you to get started and develop together with others.
**What to bring:**
* A pen and notebook, so you can take notes as needed.
* Guitar (if you don't have one, you can use mine during the class, but definitely you should get a guitar later if you want to learn guitar properly).
This event is totally **free of charge**, **but I appreciate donations, which helps me, the organizer, to cover the bills. Recommended donation: 2,500 HUF.**
Feel free to **bring your friends**. We have enough space!
**I recommend joining our Telegram channel** to get notified about announcements or any cancellations: https://t.me/budapestGuitarClub
User Experience Events This Week
Discover what is happening in the next few days
F*ck The Small Talk #4 ๐
***๐๏ธ [Sign up here to grab your ticket](https://luma.com/ftst4budapest) [๏ธ](https://luma.com/ftst2budapest) ๐๏ธ***
ใ
ค
**RSVP โ ** **ticket**. A paid ticket is required to attend.
On your phone and **canโt click**? Click the link in the comments!
F\*ck the Small Talk has traveled the world from Berlin, London, Lisbon, to Buenos Aires, and is now in **Budapest!**
โจ **WHAT'S THIS ABOUT?**
FTST is an out-of-the-box **social experience** where strangers come together for an afternoon of meaningful, fun, and deep conversation. Itโs also a different & cool way of meeting new people by getting a bit out of your comfort zone and skipping the small talk!
Join us for **games**, **talks**, and **connections** with **friends you havenโt met yet**. Join if you get annoyed after being asked what you do, where you are from, and how long you've been in Budapest every single time you meet someone. If you feel that there are better questions in life, this is the place for you.
โจ **HOW DOES IT WORK?**
We start with a short & sweet intro talk followed by a few light-hearted group games to warm up. After that, we split you up into small groups and start with the conversation rounds (with 3-4 people). We'll have awesome question cards that will guide the flow of the conversation. You'll be guided by an experienced host (Keely, you'll love her!) who'll make sure everything goes smoothly.
**โจ HOW TO JOIN?**
**[Take 1 minute to sign up](https://luma.com/ftst4budapest)**
On your phone and canโt click? Click the link in the comments :)
Our events are **limited to 30 handpicked guests** to ensure a cozy atmosphere. **Confirm your spot on the link above** to make it happen! We prioritize a balance of gender and age. If you're invited you'll receive a confirmation within 48 hours via Luma (our ticketing platform)
NOTE: We won't validate your payment unless you've been accepted! (which you most likely will โค๏ธ)
**โจ HOW MUCH IS IT?**
The cost to attend is HUF 5,900 (early bird) HUF 6,900 (general), and includes the following:
๐ฃ๏ธ3 hours of facilitated and curated activities
๐ Access to the **Llamas** **in** **Budapest** WhatsApp group
๐ Light snacks to keep the energy going
๐A space to meet **new** **people** in the least boring way possible
๐ Supporting our **mission** of fueling human connection
*( also includes those pesky **ticket fees**!)*
**โจ WHERE IS IT?**
We host our events in awesome venues and parks across the city. We only **reveal the exact location** upon confirmation. Since this event will be **outdoors in a park**\*, please bring a blanket or something you feel comfortable sitting on in the grass. Weโll gather in small groups of 3โ4 people so that blankets will be shared. ๐ณ
\*In case of bad weather, the location will be changed to an indoor venue. Location TBD.
**โจ WHAT THEY SAY**
โThis is the kind of activity **humanity needs every weekend**. Thank you for all.โ
*\- Sonya*
โF\*ck the Small Talk changes the narrative from *"Where are you from?"* to *"When was the last time you laughed uncontrollably?"* and I think **that's beautiful.**โ
\- Monika
"Itโs a **wonderful** **experience**, itโs like being a kid again, when you were at the park, playing with other kids, and just decided you were going to be best friends for the next hours. Maybe youโll never see those kids again. But that hour was amazing because you both opened up and trusted each other."
\- Sara
**[Read our 220+ Google reviews here](https://goo.gl/maps/TpZy77bfPFkGoikn7)**
*(we ain't your typical meetup)*
**โจ FAQ**
**โข Can I come alone?**
Of course, everyone does!
**โข Can I be late?**
Please don't! Late arrivals will disrupt the floooooooow.
**โข I signed up but never got an invite. Why?**
We usually get a high volume of sign-ups, yet we like keeping it cozy & only invite around 30 people. Please try again next time if you do not receive an invite - no hard feelings
**โข Is this a networking or dating event?**
Nope! Think of us as the *anti-networking* and *anti-speed dating* event. Thereโs no pressure, no pitches, and no cringy icebreakers. Instead, we create spaces where strangers can connect through fun & meaningful conversations. Itโs all about authentic connection, no business cards or romantic expectations required. (doesnโt mean it *canโt* happen, itโs just not the intention!)
\-\-\-
\* Location is only revealed to ticket holders!
\* Age guide, 22-42ish years old (only a reference of what you expect, not a limit )
***๐ต This event is a no-phone experience ๐ต***
We started in Berlin back in 2019 out of the frustration of being asked 'where are you from?' a million times at every single meetup! Now there are chapters in nearly 20 cities, including London, Lisbon, Buenos Aires, Zurich, and Vancouver! ๏ธ
๐ฆ We're part of the Epic Llama Universe. We design out-of-the-box experiences that spark curiosity, creativity, and human connection. We're on a mission to make boring brilliant!
\*\*\*
Follow us on[ Instagram ](https://www.instagram.com/epic.llama/)
Our [website](https://epicllama.com/fuckthesmalltalk)[ ](https://epicllama.com/)
Identity game evening - self-improvement & learning about each other
Get to know others and discover, reinforce & improve yourself through this psychological community game!
**"Identity**" is a psychological self-improvement game that lets participants have a glimpse into themselves and each other from different aspects of life and providing opportunity to share relevant experiences and thoughts. You'll get a random simple task with every card you draw such as:
**"Most folks are as happy as they make up their minds to be.**" -> How could you use this insight? What does it say to you? How does it bring you forward?
"**When did you last have me-time?** What did you do? What things do you usually do for your own joy?"
"**Every ending opens up a new gate.**" -> Recall at least 2 painful stations in your life when something important for you ended! What good things could begin thanks to these endings?
Substantial short talks in a friendly, respectful, non-judgemental (really: judgements, *even advices* are forbidden by the rules!) environment, while comfortably having a drink. Let others surprise you positively, learn about them, reflect on yourself internally and improve your personal life thanks to select short tasks that aim to bring you forward!
**The game will be held in english!**
The game only exists in hungarian version, so for instant translation of the cards, **Google Lens is recommended on your phone**!
The event will be held in the underground part of รlesztล (turn right just after entering the garden)!
Open Dharma Budapest - Free Meditation in a Teahouse
Open Dharma Budapest is a friendly meditation sangha for anyone interested in meditation. Every Sunday we gather for 1โ1.5 hours at a local tea house to sit together, share, and support each other on the path.
What to expect: Each session begins with a 20-minute silent sit, followed by an open, voluntary sharing of our experiences โ a space to process what arises in practice, together.
Attention: This is not a guided meditation class. We explore a range of techniques rooted in Theravฤda Buddhism, with a modern and pragmatic approach - open to both seasoned practitioners and complete beginners.
Your host: Sessions are hosted by Maria East, a long-term practitioner of Theravฤda, Vajrayฤna, and Dzogchen, with over 10 silent retreats over the last 5 years. Maria is also a clinical psychologist in training, who is happy to offer additional support if practice brings up anything challenging.
You're welcome to enjoy a cup of tea before the session ([Menu](https://okuma.space/menu/)). Please [book here ](https://okuma.resos.com)and come earlier if you wish so.
[PLEASE RSVP HERE ](https://okuma.space/event/open-dharma-budapest-free-meditation-2/)to receive further instructions on how to get in.
Badminton this Sunday from 09:00 (2hrs)
Hey everyone,
here we go again with our next event on Sunday! Hitesh will host this session, so please follow his instructions! ๐
IMPORTANT NOTE: Free Cancellation is only until Friday, 18:00 PM. If you cancel after that without noticing the host, You must pay the fee to compensate the court and shuttlecock.
WAITLISTED ATTENDEES: If you are in the WAITLIST, please do not come.
Level of expectation : ONLY intermediate or above
Venue:
Tรผskecsarnok Sportscentre: 1117 Budapest, Hevesy Gyรถrgy รบt, Sportscentre
Map: http://tuskecsarnok.hu/wp-content/uploads/tuske-map-1-full.png
Look for #7 on the map. More info in the "How to find us" section of the Meetup event.
Our venue does not provide rackets, which means that you'll have to bring your own racket!
There are 4 courts booked for us for 2 hours from 9:00 till 11:00. and the other attendees are from the whatsapp group
Showers and changing rooms are available!
Extra Note
Attendance fee: We will divide the court fee by the number of people showing up. However, in certain circumstance, when the number of people cannot is less than and equal to 7, The Host deserve to contact the people who canceled after the time designated cancellation time.
The expected fee is usually around 2500-3000 HUF per person.
Payment is done at the court. or The host will reach you out via meetup chat.
!!!Last but not least: if you have signed up but cannot make it for some reason, just take a minute to sign off, RSVP = no. This is to help those who are on the waiting list and want to play. The cancellation time with non-sick reason should be 18 hours before the session. In case you are not feeling well on the session day, please kindly contact the host via comment or privately message him/her with the direct message feature maximum 3 hours before the session.
Looking forward to seeing you!
cheers,
Yoga
Liability: The participation happens on own risk. There is no liability for any accidents, thefts or damages from the organizer.
Make New Friends in Budapest (Small Group 4โ6 People)
This is a small, structured social meetup in Budapest for people who want to build real friendships in a relaxed and low-pressure setting. We meet in groups of 4-6 people in a cafรฉ or casual bar in central Budapest. The first part includes a short guided introduction so everyone feels comfortable, followed by natural conversation. The goal is to create a small recurring group where people can actually get to know each other over time, not just attend a one-time event. This is best for people in their 20sโ30s who are open to small group social settings and want to expand their social circle in a genuine way.
**Agenda:**
Arrivals โ Introductions โ Guided conversation โ Free chat โ Optional walk
Creat(ing) Jam Session #1
Here's the day. This is for those who miss playing together to turn our in-spiration into an ex-piration. To release our soul to have a relief of energy.
Therefore, we are starting weekly jamming sessions. If youโre looking to **explore new instruments**, **develop your musicianship** or just **connect with others through music**, this is for you.
Perhaps you always wanted to sing while others are playing. Or maybe you wanted to play solo guitar while other are playing the rhythm? Anything is possible. This is the time to bloom.
Our place offers cosy and embracing atmosphere for you to feel comfortable and play with others.
Bring your instrument if you have. Especially if itโs a unique one!
**We have and you can use:**
* Electric guitar (strat style) and two amps
* Bendir โ turkish percussion instrument
* Arturia MiniLab synth, Korg Kass Pad and Ableton Push 2 for those who want to make it electronic
* Shure SM57 for singing and/or recording
All ages are welcome and feel free to donate if you can. Recommended donation: 2500HUF. It helps me the organizer to keep it going and cover the bills. I'll also serve tea and sweets. You're also welcome to bring anything tasty!
Beginner/Intermediate Guitar Class
Looking forward to see you again this Sunday!
**General description of the class:**
Our class is open both for complete beginners, as well as intermediate players who want to level up their skills.
* We will have enough time to cover the basics (for newcomers), discuss what we would like to improve and get playing!
* We usually **play two-three songs** per class, depending on the level of the group.
I also speak Hungarian, so if there is anyone who doesnโt understand English, I will translate on the go.
Any newcomers are welcome and I will help you to get started and develop together with others.
**What to bring:**
* A pen and notebook, so you can take notes as needed.
* Guitar (if you don't have one, you can use mine during the class, but definitely you should get a guitar later if you want to learn guitar properly).
This event is totally **free of charge**, **but I appreciate donations, which helps me, the organizer, to cover the bills. Recommended donation: 2,500 HUF.**
Feel free to **bring your friends**. We have enough space!
**I recommend joining our Telegram channel** to get notified about announcements or any cancellations: https://t.me/budapestGuitarClub
User Experience Events Near You
Connect with your local User Experience community
IxDA Chat n Pancakes
You can sleep in on the Semiquincentennial (observed), weโre shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why Iโd even want to.
Thanks to the team at Nationwide of supporting the group.
AWS Columbus User Group - Topic to be announced
Topic to be announced.
**CALL FOR SPEAKERS**
Learn more: https://www.awscolumbus.com/get-involved/
**THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/
**DIRECTIONS**
8800 Lyra Dr #450 ยท Columbus, OH
go to 4th floor.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
CBusData - Highlights and Hidden Gems in SQL Server 2025
Highlights and Hidden Gems in SQL Server 2025
With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session!
Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 โ the good, the "not quite ready for prime time", and the hidden awesomeness.
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it โseems good,โ and move on.
That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable.
In this talk, weโll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. Weโll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork.
This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it.
Weโll cover:
* Why โit looks goodโ is not enough
* How to improve prompts by changing the input, context, and constraints
* How to compare LLM outputs more systematically
* Basic evaluation techniques for accuracy, consistency, and usefulness
* How embeddings, cosine similarity, and scoring can help evaluate results
* Where automated evaluation works โ and where humans still need to stay in the loop
By the end, youโll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data**
How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but thatโs not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analystโs daily practice.
Sometimes itโs as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. Thereโs many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look.
In this session, weโll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. Youโll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it.
**About Our Speaker:**
[Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas donโt quite line up yet.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
Cocoaheads
We have moved to guild.host. Look us up there.
https://guild.host/events/buckeye-cocoaheads-rcavwd
BrowserStack QA Meetup | Columbus (July 9)
**Hello Columbus!**
**The community is buzzing and growing well. We are thrilled to bring our fourth BrowserStack QA Meetup on Thursday, July 9th!**
We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss.
**What to expect:**
* **Connect:** Network with Columbus' top engineering and QA minds.
* **Learn:** Real-world tactics and trends you can use immediately.
* **Enjoy:** Food, drinks, and great community spirit.
**Agenda**
* **Two Roads Diverged in a Wood: Docker Compose vs. Kubernetes** by **[Doug Reeder](https://www.linkedin.com/in/pdouglasreeder/)**
**RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!**
๐ **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017
๐ **Free Parking:** 6725 Longshore Street, Dublin, OH 43017
๐
**Date & Time:** July 9, 6:00 PM
**Stay Connected!**
Want to continue the conversation beyond the meetup?
Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Donโt miss outโclick below to join!**
๐ [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW)
**A Few Notes:**
โ
This is an **in-person event**
โ
**RSVP does not guarantee a seat** โ A confirmation email will be sent one day before the event.
**TALK ABSTRACT:**
Docker Compose and Kubernetes are two of the most popular tools for running containerized applications. Their feature lists are similar. Architects and senior developers need to know how their different paradigms lead to unexpectedly different experiences in production.





















