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Frequently Asked Questions
Yes! Check out models events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the models events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find models events near your location here. Connect with your local community and discover events within your area.
Models Events Today
Join in-person Models events happening right now
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public
Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy.
In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected.
The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve.
I look forward to sharing and discovering with you. - Cynthia
Brushes & Brunch: A Mother's Day Painting Event
๐ธ Motherโs Day deserves more than flowers ๐ธ
Join us for an elevated outdoor paint experience designed for creativity, connection, and unforgettable memories.
โจ Brushes & Brunch: Motherโs Day Garden Edition โจ
Beautiful garden vibes
Brunch bites
Signature refreshments
Guided painting
Soft music
Luxury energy
Whether you're celebrating your mother, your daughter, your friends, or simply honoring yourself โ this experience is your invitation to slow down and create something beautiful.
No painting experience needed โ just bring your good energy.
This is not your typical paint party.
This is intentional.
This is elevated.
This is your moment.
๐ Limited seating available to keep the experience intimate.
Reserve your spot early
https://www.eventbrite.com/e/brushes-brunch-a-curated-mothers-day-painting-experience-tickets-1987709930911
Saturday Mornings @ East Market
Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating.
Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator.
Per what this group is about:
"Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who enjoy talking to people from other countries, and those who would like to discuss international travel and culture, and who enjoy getting together for good conversations."
Maison Skalli and Short North Walk
We will meet at the new cafe Maison Skalli (Moroccan-style) to get some hot or iced Moroccan Mint Tea or a hot or iced Matcha tea and a treat and then walk around, maybe to Goodale Park, to enjoy the spring weather.
They are on Instagram @maisonskalli if you want to check them out ahead of time!
Here's information on Short North parking:
https://shortnorth.org/shortnorthparking/
Columbus Yarn Club at the Grandview Heights Library
12:45-3:45 p.m. in the Meeting Room, library lowest level, by the drinking fountain. Bring your yarn projects, meet new friends.
If you plan to attend, please RSVP yes. If you canโt attend, please change your RSVP to no. This helps anyone who is waitlisted and it allows me to have an accurate count of attendees as our space is quite limited.
Plenty of parking in the lot, in the overflow lot across the street, and on the street.
See you there!
Walk & Talk About Life's Big Questions
[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations.
If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!).
**HOW IT WORKS**
**Step 1: Bring a topic**
Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event.
**Step 2: Circle up & share**
We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds.
**Step 3: Walk, talk & float**
We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!"
**Step 4: Feel more alive**
Two hours flies by. You're back where you started โ but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times.
*For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)*
**HOW TO BRING A GREAT TOPIC**
A great topic = something you're genuinely curious about.
Recent topics include:
* "What are you passionate about right now?"
* "What makes a good friend?"
* "What's a belief you used to hold that you've completely changed?"
* "How do you want to be remembered?"
* "What would you do if money wasn't a factor?"
Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter.
**WHAT TO EXPECT**
This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.*
But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here.
**FAQ**
* Wear casual athletic attire and sneakers. It's a long walk!
* We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space.
* We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space.
* Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know.
* Dogs, babies in strollers, parents, and friends are welcome โ please text/email them the event link so they can RSVP and prepare a topic!
**LOGISTICS**
* If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event.
* This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs.
* There's a restroom along the route at [Tuttle Park Community Center](https://maps.app.goo.gl/KTZJgLE1CrrbRNmJ7), which is about twoโthirds of the way from [Clinton-Como Park](https://maps.app.goo.gl/z8Cx8evwLiWundMe8) to our [turnback point](https://maps.app.goo.gl/ZXk7qUVszLQ8EJxHA).
* Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details.
* If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. ๐ค ๐
**IF YOU WANT TO GO DEEPER...**
[The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up.
* This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).
Models Events This Week
Discover what is happening in the next few days
Detroit Interactive Virtual Speed Dating Locals
๐ **Online Speed Dating for Detroit Singles โ Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
๐ฟ RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time โ works on any device, no downloads needed.
3. Meet Detroit singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after โ take it forward at your own pace.
๐ค Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
Columbus Authentic Singles Virtual Speed Dating
๐ **Online Speed Dating for Columbus Singles โ Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
๐ฟ RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time โ works on any device, no downloads needed.
3. Meet Columbus singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after โ take it forward at your own pace.
๐ค Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
Cincinnati Virtual Speed Dating Authentic Locals
๐ **Online Speed Dating for Cincinnati Singles โ Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
๐ฟ RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time โ works on any device, no downloads needed.
3. Meet Cincinnati singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after โ take it forward at your own pace.
๐ค Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
Cleveland Online Speed Dating Verified Locals
๐ **Online Speed Dating for Cleveland Singles โ Real Connections, Long-Term Thinking**
This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter.
Live on Zoom. Personality matched. Built for people who want something that lasts.
**Choose your age group to register:**
- Ages 18-32: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=18-32&face_v=2.0)
- Ages 30-46: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=30-46&face_v=2.0)
- Ages 40-58: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=40-58&face_v=2.0)
- Ages 55+: [Register Here](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=foster-meaningful-relationships-through-outdoor-exploration&ar=55+&face_v=2.0)
๐ฟ RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz.
---
**How it works:**
1. Register via your age group link and complete the personality quiz.
2. Join Zoom at the event time โ works on any device, no downloads needed.
3. Meet Cleveland singles in short one-on-one rounds matched by age and personality.
4. Mutual matches are shared after โ take it forward at your own pace.
๐ค Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.
Toledo Beginner Friendly Home Speed Dating
**๐ Zoom-Hosted Speed Dating for Toledo People Done with Apps**
Each evening, you'll be guided through rapid one-on-one Zoom dates with people from Toledo sorted by age and compatibility, while a live host keeps things smooth throughout.
Right after registering, you submit a short personality questionnaire โ the quiz results inform who you meet to match you with Toledo singles who are likely to click with you, meaning your rounds are curated and not random.
Once it is wrapped up, mutual match details are distributed โ exclusively for mutual selections โ and it is yours to follow up without any rush.
**Find your bracket and register:**
- **Ages 18-32** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Toledo&groupurlname=collective-of-singles-planning-dinner-parties&ar=18-32&face_v=3.0)
- **Ages 30-46** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Toledo&groupurlname=collective-of-singles-planning-dinner-parties&ar=30-46&face_v=3.0)
- **Ages 40-58** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Toledo&groupurlname=collective-of-singles-planning-dinner-parties&ar=40-58&face_v=3.0)
- **Ages 55+** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Toledo&groupurlname=collective-of-singles-planning-dinner-parties&ar=55+&face_v=3.0)
**โ ๏ธ Important:** An rsvp on this page is not a confirmed spot, so use the link for your age bracket above, sign up, and finish the short personality quiz โ spots go quickly so register now rather than later, and both steps together are what confirm your place.
---
**Here is how the evening goes**
1. **Lock in your place** โ by selecting your age group and following the link, then finish the compatibility quiz, because this step is your confirmation not the RSVP.
2. **Hop on** โ via your Zoom registration link at the right time, any device works and no download is required, and the host introduces everyone and gets the rounds started.
3. **Have your dates** โ timed one-on-one speed dates with age-matched Toledo locals paired by quiz, as the host handles all transitions so conversations stay natural, since every person you meet was matched to you on purpose.
4. **Review your matches** โ after the night mutual match results are sent to both parties, since non-mutual choices are never shared with either party, and you reach out whenever you feel ready.
**Who it is for:**
- Individuals in Toledo finished with profiles that never convert to actual dates and are ready for a genuine first impression.
- Those based in Toledo who are tired of endless scrolling and zero real dates and need a better way to meet people.
- Anyone locally in Toledo moving beyond swiping left and right with no results and are ready for a genuine first impression.
- Daters around Toledo who no longer want app fatigue and empty match queues and are serious about meeting someone.
- People calling Toledo home wanting to escape swiping left and right with no results and are after something more than a swipe can offer.
**Event Info**
- **Format:** Host-managed through Zoom video built around curated one-on-one dates, personality-first and age-grouped at every stage.
- **Where:** From home โ on any screen with a camera and mic, Wi-Fi and a front-facing camera covers it completely, and any quiet space with good lighting will do fine.
- **Host:** A welcoming host runs the session from the opening to the final round, so every conversation gets your full attention โ there is nothing on your end to organise or manage.
- **Vibe:** Comfortable short conversations with Toledo people who are ready for something real, and the whole thing is better than you would expect.
- **Duration:** Roughly 60 to 75 minutes from host intro to final round, with most rounds feeling short.
โญ *"Tried it once and booked again โ did not feel awkward at all"* โ Toledo attendee
๐ก **Helpful hint:** prepare one or two opening questions, and the host takes care of everything else from there, and the host handles everything else from that point.
---
โจ Your next match could be one Zoom call away โ grab your spot above and all the logistics are covered this time. See you on the other side. ๐ โจ
Detroit Verified Home Speed Dating Experience
**๐ Speed Dating without the Venue for Detroit Singles Tonight**
You'll rotate through short virtual speed dates with Detroit singles your age curated by personality quiz, as a welcoming host takes care of everything.
As part of your registration, you take a short personality assessment โ those results are used to pair you intelligently with Detroit locals, so every round is informed by more than just looks.
After all the rounds, we share who chose whom โ exclusively for mutual selections โ and you reach out whenever you are ready.
**Registration โ choose your age group:**
- **Ages 18-32** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=collective-of-singles-planning-dinner-parties&ar=18-32&face_v=3.0)
- **Ages 30-46** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=collective-of-singles-planning-dinner-parties&ar=30-46&face_v=3.0)
- **Ages 40-58** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=collective-of-singles-planning-dinner-parties&ar=40-58&face_v=3.0)
- **Ages 55+** โ [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=collective-of-singles-planning-dinner-parties&ar=55+&face_v=3.0)
**โ ๏ธ Do not skip this:** Clicking rsvp is only the first step not the whole process, so register through the age group link, complete the form, and take the two-minute personality quiz โ capacity is restricted so act soon, and your place is confirmed only once you have done both.
---
**Made for:**
- Members around Detroit moving on from matches that ghost after two messages and are ready for something genuine instead.
- Women and men living in Detroit bored of endless scrolling and zero real dates and are serious about meeting someone.
- Returners living in Detroit wanting to escape app fatigue and empty match queues and want to try something that actually works.
- Members from the Detroit area leaving behind apps that waste evenings for no return and are after something more than a swipe can offer.
**Four simple steps**
1. **Complete registration** โ through the link corresponding to your age range, then take the brief personality quiz, because this is the only way to be confirmed.
2. **Show up on Zoom** โ via your Zoom registration link at the right time, any device works and no download is required, and everything from that point is handled by the host.
3. **Go through the rounds** โ quick private video rounds with age-matched Detroit locals paired by quiz, as the host signals each transition calmly and clearly, given that the matching was done before the evening started.
4. **Review your matches** โ we reveal mutual matches once the session ends, as your data only goes to someone who matched you back, and the next move is completely yours to make.
---
โจ Detroit singles worth meeting are in this event โ grab your spot above and we will do the rest while places last. Your next chapter might start tonight. โค๏ธโ๐ฅ โจ
Models Events Near You
Connect with your local Models community
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. Weโll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability.
Youโll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required.
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.
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs.
This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context.
We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing.
**SPEAKER BIO**
Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments.
https://www.linkedin.com/in/mosaic-basha-syed-92300856
**CALL FOR SPEAKERS**
Learn more: [https://www.awscolumbus.com/get-involved/](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/](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
Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you!
**What to Expect at the Intro Circle**
\~\~\~\~\~\~\~\~\~\~\~\~\~
Near the beginning of the event (1:30 pm), we do a standup:
* Organizer announcements, updates, and logistics
Round 1 - (7 secs max):
* Your name
* What you're working on
* What you can help others with
Round 2:
* Community events you wanna plug. If none, that's cool too.
Round 3:
* Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool.
After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!
NSCoder Night
Bring your work or your hobby, hang out, and code with us.
Follow @buckeyecocoa for more information.
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers
A year ago, โagentic AIโ was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective.
This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly.
Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.




























