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Frequently Asked Questions
Yes! Check out api events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the api events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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API Events Today
Join in-person API events happening right now
Your Evals Are Bad: Evaluation and the Model Development Lifecycle
**REGISTER AT THE LUMA EVENT PAGE!!!**
https://luma.com/27ja5gwl
Join us for an exciting talk by Mary Gibbs, Senior Applied Scientist at Relativity.
**Agenda:**
6:00 - 6:30 PM - Welcome and mingle
6:30- 6:45 PM - Introductions
6:45 - 7:30 PM - Talk
7:30 - 8:00 PM - Wrap up
**Description:**
If you have ever shipped a model, watched your metrics improve, and later learned from your users that something was wrong, the metrics were always wrong. You just didn’t know it yet. An evaluation consists of three components, a benchmark, a scorer, and a claim about what a score represents. Each component has its own weaknesses. Benchmarks can suffer from narrow coverage, contamination, or saturation. Scorers are often chosen for ease of automation or computation rather than for their alignment with user outcomes. And the claim connecting a score to reality is rarely made explicit. These gaps compound across the model development lifecycle. When metrics improve, teams treat that as a signal and optimize directly against it, which is how a measurement problem becomes a model problem. This talk maps where evaluations can go wrong, considers counterarguments, and ends with practical advice for building better ones.
**Speaker Bio:**
Mary is a Senior Applied Scientist at Relativity, tackling data science challenges in the e-discovery and legal tech space. She is also an organizer for Women and Gender eXpansive Coders DC (formerly Women Who Code DC), fostering a community dedicated to empowering women and nonbinary individuals to excel in their careers. Mary's experience spans various domains. She has developed data science solutions related to job search and career progression at Teal, cybersecurity challenges at LiveAction Software, and commercial and government consulting at Mosaic Data Science. Before venturing into the field of data science, Mary conducted and published research pertaining to the cellular and molecular mechanisms underlying neurodevelopment at the National Institutes of Health. In other words, she has dissected and imaged a lot of fruit fly brains. She holds a M.S. in Data Science from The George Washington University and a B.A. in Biological Sciences from Cornell University
Yoga Therapy: My Body Don't Bend That Way - Therapeutic Yoga
Think you aren't flexible enough for yoga? Afraid to get onto the floor? Living with physical aches or restricted range of motion? Then this is the perfect yoga class for you! Explore your body's strengths in a fun, supportive environment while maintaining and growing your range of motion, flexibility, balance, strength, and sense of peace. All are welcome in this therapeutic class.
Come ready to try new things, laugh, ask questions, and support each other.
**Please reserve your spot at www.piesfitnessyoga.com**. The session is offered both InStudio and OnLine. The Zoom link for the OnLine session will be emailed 15 minutes before class starts to those who are registered at www.piesfitnessyoga.com. **Sign up for sessions must be made at least 2 hours prior to class.**
The address is 1322 Prince St Alexandria, VA 22314
Our entrance is located on the side of the building, parallel to West St. **Street parking is available and additional parking is located at Shiloh Baptist church, spaces 36,37,38,39.** The church is located across the street from the studio, on the corner of Duke St. and West St.
Discount is available to seniors, teachers, students, emergency responders, and military. All can save by purchasing class packs.
Walk at Brookside Gardens
There is supposed to be a let up in the seemingly incessant rain. Let’s take advantage with a walk at Brookside Gardens. We will meet to the right of the visitors center. If anyone is interested we can go to lunch afterwards.
Holy Cross-Words Toastmasters Club, Silver Spring
Holy Cross-Words Toastmasters Club (http://1341379.toastmastersclubs.org/) open to all. The club meets 2nd and 4th Tuesday of each month at 5:30pm in the Professional and Community Education Center (PCEC). The PCEC is located on the first floor of Holy Cross Hospital, 1500 Forest Glen Rd, Silver Spring, MD 20910
MP(Tue)-Grass Volleyball: BB/A 4x4(Stevenson Park)
## Please read all below before you sign up
**Cost:** Free
**Court Type:** Outdoor Grass
**Level:** BB/A
**Transportation:** Parking will be right by the grass.
**What to bring:** at least 3 bottles of water and a ball/net if you have one.
**8 persons per net max**
**Host's Philosophy on This Event:**
The purpose of this meetup is to create a fun and supportive environment where we can improve our skills, enjoy competitive games, and connect socially. While we do aim to play seriously and challenge ourselves, the focus is more on growth and enjoyment than simply winning at all costs. That’s why the title doesn’t include “competitive” or “social”—we want a healthy mix of both. We do expect a mindset geared toward learning and getting better over time. That said, this event isn’t intended for total beginners; an understanding of the game is expected so that everyone can contribute to meaningful and engaging matches. The host holds the right to remove you from the game if they believe that you are at a C level (absolute beginner). If you can't pass to the setter, for example, you are a beginner.
**Skill Level:**
1. **If you want to know your level, please see the link below:**
[Smiley Social Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/edit)
**YouTube:**
The games may be recorded and uploaded to our channel here:
Let the host know if you have an issue with this. [Youtube](https://www.youtube.com/@mp02626)
**ATTENDANCE:**
**Player Selection:** Regulars > Your Vibe > Skills > \*Flaky-ratio (your attendance ratio) > New Members
\*If you have attended 3 events and dropped 6, you may or may not be invited. Anyone with a flaky ratio of -.50 or lower.
If you have a recent no-show, you may not be invited.
The host takes attendance very seriously. Please remove yourself from the event (if you can't make it) as early as possible to allow others to join. You will be marked as a ***no-show*** if you don't show up to the event.
[Smiley Social Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg/edit)
**Q&A**
*-Bringing your dog or cat is welcome and encouraged.*
-Can I come if I don't know how to play? \*No, you may not. The host does teach a beginner's volleyball class that you may attend on Saturdays.
-Can I be late or leave early? *The host expects you to be there **on time** and leave on time. If you need to come late or leave early, please let the host know ahead of time.*
-Can I come even if I am not on the going list? \*No, sorry
-How can I improve my flaky ratio? *You can attend other Smiley events. Commit to showing up.*
-Why are new members accepted last? *Because they are the most flaky.*
-NO SMOKING (anything)
**Smiley Social Important Links:**
1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg)
2. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)
3. [Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/)
Lewis Smith club meeting, Silver Spring
Become a more confident public speaker and leader with Lewis Smith Toastmasters! We're a supportive, friendly club that meets on the 2nd & 4th Tuesday every month from 7:30 p.m.-8:30 p.m. at St. Mary Magdalene Episcopal Church in Silver Spring (directly behind the Aspen Hill Giant Food store).
Guests are always welcome!
Adults interested in honing their public speaking, communication, and leadership skills are invited to attend our meetings to see how the Toastmasters program can benefit them. We look forward to meeting you!
Visit https://lewissmith.toastmastersclubs.org for more information.
Volleyball - Advanced Beginners (B) - Bluemont Park
If you’ve already learned the basics of volleyball and want to keep improving your skills while having fun, this event is for you!
How to find us: Park in the South Bluemont Parking Area and walk toward the south end of the lot. Near the end, you’ll see a bridge on your left—cross it. We’ll be on the field to the left of the picnic pavilion.
**Skill Level:** Advanced Beginner (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details).
**Reminders**
1. Attendance: We’ve noticed that the waitlist is growing, so please make sure your name is on the Going list if you plan to play. Our number of nets is limited so this helps avoid too many rotations. If your name is on the list but you don’t show up, it will count as an absence according to Smiley Social rules. Please update your RSVP at least 12 hours in advance if your plans change.
1. Injuries: Play safely and be mindful of others on the court. Respect positions and avoid risky moves that could lead to injury. If you’re not sure the ball is yours, call it before going for it to avoid collisions.
1. Game Rules: Let’s follow the basic volleyball rules, especially the three-touch rule so we can play properly and improve as a team!
1. Waitlist: The waitlist is not first come first serve. We prioritize regular attendees, and will fill empty spots with new faces closer to the event date.
**Smiley Social documents:**
1. [Group Rules ](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg)
1. [Liability Waiver ](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)
1. [Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/)
API Events This Week
Discover what is happening in the next few days
Yoga Therapy: My Body Don't Bend That Way - Therapeutic Yoga
Think you aren't flexible enough for yoga? Afraid to get onto the floor? Living with physical aches or restricted range of motion? Then this is the perfect yoga class for you! Explore your body's strengths in a fun, supportive environment while maintaining and growing your range of motion, flexibility, balance, strength, and sense of peace. All are welcome in this therapeutic class.
Come ready to try new things, laugh, ask questions, and support each other.
**Please reserve your spot at www.piesfitnessyoga.com.** The session is offered both InStudio and OnLine. The Zoom link for the OnLine session will be emailed 15 minutes before class starts to those who are registered at www.piesfitnessyoga.com. **Sign up for sessions must be made at least 2 hours prior to class.**
The address is 1322 Prince St Alexandria, VA 22314.
Our entrance is located on the side of the building, parallel to West St. **Street parking is available and additional parking is located at Shiloh Baptist church, spaces 3,5,7,9.** The church is located across the street from the studio, on the corner of Duke St. and West St.
Discount is available to seniors, teachers, students, emergency responders, and military. All can save by purchasing class packs.
ASL Social at L&L Hawaiian Barbecue / Garden Social
DeafPlusAdvocate is hosting our monthly ASL Social event in the DMV.
Join us for a late spring ASL Social at Garden Social. Also, enjoy Hawaiian cuisine and great outdoor and indoor space.
.If you are Deaf/hearing, interested in socializing, or looking for practice with American Sign Language (ASL), join us! All ASL levels are welcome!
This is the perfect place for you!
We will host ASL Social on Saturday, May 30th, at the L&L Hawaiian Barbecue from 5:00 PM - 8:00 PM.
The address is:
4363 John Marr Dr, Annandale, VA 22003.
If you have any questions, please don't hesitate to contact the DeafPlusAdvocate team.
Hike: Rose River Loop, Dark Hollow Falls, and Lewis Spring Falls Trails, SNP, VA
**PATC Map 10 / VA Bus**
*$36 plus park fee or pass. Long hike 12½ mi., 2900 ft. elevation gain. Moderate hike, 9 mi., 1500 ft. elevation gain.*
See two or all three of SNP’s finest falls on this classic hike. Long hikers start at the Crescent Rock Overlook and follow the Appalachian Trail to join the moderate hiker route beginning at Fishers Gap. Hikers then go left and descend on the Rose River trail, passing Rose River Falls and continuing on to the Rose River Fire Road. At this point both groups can visit Dark Hollow Falls, after which they will diverge. Moderate hikers follow the Rose River Fire Road to Fishers Gap and the parking area. Long hikers ascend the Dark Hollow Falls Trail to Skyline Drive and follow it a short distance to Lewis Falls Road. Long hikers then descend the Lewis Falls Road to the intersection with the AT, and continue on Lewis Falls Road to Lewis Falls Trail. After a steep descent, long hikers visit the Lewis Falls. Returning to Lewis Falls trail, long hikers ascend it to the AT and follow the AT back to the bus at Fishers Gap.
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
RESERVATIONS
Capital Hiking Club is a non-profit group, and the public is invited on all trips. Reservations are accepted as late as Friday, but reserving before Wednesday night helps ensure your spot and prevent cancellation of the hike due to low sign-ups. RSVP through Meetup and pay through PayPal. Please be sure your RSVP gives your full name and phone number and where you'll be boarding the bus. We don't want to leave you behind!
FIRST-TIME HIKERS
If you're a first-time hiker with us, please notify the leaders in advance so they can make sure you have the info you need. Hikers must be able to keep at least a 2 mph pace.
BUS STOPS: VIRGINIA ROUTING
Please arrive 10 to 15 minutes before times listed below. All our bus stops are Metro accessible. If you're driving to meet the bus, we strongly advise using the Vienna bus stop, as parking is extremely limited at the others. Bus stops and times are as follows (click links for maps):
* **[DC: Near 17th and K St. NW](https://bit.ly/17thandKnu)** downtown (east side of Farragut Square). Bus leaves at 8 a.m. SHARP, so it's essential to arrive well before 8.
* **[VIENNA METRO: NORTH parking lot](http://bit.ly/vienna-bus)**, last bus shelter (Nutley St. Exit off Interstate 66 on North/Vienna side of I-66) at approximately 8:25 a.m. Note: There is a "south" parking lot where there are also bus shelters. If by 8:15, you're not with a group of hikers who say they're Capital Hiking Club, you're likely at the south lot. There's a walkway over I-66 to the north lot.
LIABILITY
By RSVP'ing for a CHC hike, you acknowledge and accept that hikers are responsible for their own safety and must assume risks and liability for all outings. CHC leaders, officers, and representatives shall not be liable for any injuries, loss or damage to persons or property, direct or consequential, arising out of any trips or club activities. Participants will be asked to sign a waiver the day of the hike.
CANCELLATION POLICY
To cancel and receive a full refund less a $5 processing fee, you must change your RSVP to "No" on Meetup **before 12PM the Thursday** before the hike. If you change your RSVP after 12PM the Thursday before the hike, no refunds will be issued.
MORE DETAILS -- **[SEE THE FAQS ON OUR WEBSITE](https://www.capitalhikingclub.org/hikes-faqs)**
ONLINE LIVE- Are you Brighter than a 6th grader? Trivia
**\*TO ATTEND REGISTER AT - [https://www.socialevents123.com/event-details.aspx?id=13390#tix](https://www.socialevents123.com/event-details.aspx?id=13390#tix)**
Cost: $15- $20 depending on how early you register.
(\*Multiple Meetup groups are co-organizing so RSVP's shown are just a small % attending.
ABOUT:
Do you know more than 6th Graders! Here is your opportunity to have some fun playing our Live interactive trivia game (Categories will be History, English/literature, Geography, Science, Math, Potpori).
HOW IT WORKS:
You can attend via a computer & Webcam or Smartphone/Ipad/Tablet.
This completely online event will be LIVE and you will be able to see and hear the other participants while playing. In addition you get to meet and interact with other participants.
At game time, your host will read off Trivia questions. Your goal is to come up with the right answer to each question and write it down on your paper. Once the round is over (about 6 questions), we will go through the answers and determine who had the highest score for the round. They will get a raffle ticket for a chance to win a prize at the end of the event.
We will have multiple rounds of play and have a system to also virtually introduce you to other participants.
HOW DO YOU FIND THE VIRTUAL ROOM:
After you purchase your ticket, you will get a confirmation with the zoom link ON DAY OF THE EVENT.
RSVPS ON HERE ARE NOT REFLECTIVE OF ACTUAL ATTENDANCE as this is a multi group event.
**\*TO ATTEND REGISTER AT - [https://www.socialevents123.com/event-details.aspx?id=13390#tix](https://www.socialevents123.com/event-details.aspx?id=13390#tix)**
Cost: $15- $20 depending on how early you register.
Moonlight Hike: C&O Canal Towpath, Great Falls, MD
Hike in the moonlight along the C&O Canal towpath to Great Falls, Maryland, 4 miles
**Time**: Hike starts promptly at 8:15 p.m. and goes to approximately 10:15 p.m. (2 hours). It’s best to arrive about 10-15 minutes before the start of the hike (around 8:00 – 8:10 p.m).
**Meeting Place**: Parking lot across from Old Angler's Inn, 10801 MacArthur Blvd., Potomac, MD.
**Reservations**: Unlike CHC's Saturday bus hikes, signing up for Moonlight Hikes is not required. However, if you do sign up, you can be notified of a possible change in plan. Usually, light rain alone will not cancel the hike--for safety reasons, severe weather or a thunderstorm will.
**Directions:**
a. From the Beltway (I-495), take exit # 41, which is immediately north of the American Legion Bridge. When taking exit # 41, take it west towards Carderock / Great Falls, Maryland.
b. This puts you on the Clara Barton Parkway, heading west. Stay on the Clara Barton Parkway for 1.7 miles until you come to a flashing stoplight.
c. Make a left turn at the flashing stoplight onto MacArthur Blvd. Go for 1 mile until you see the Old Anglers Inn on your right side. Park in the parking lots across the street from the Old Anglers Inn.
What to bring:
a. A flashlight
b. A small bottle of water
c. Insect repellent
d. Comfortable walking shoes (tennis shoes are fine)
Cost / Donation: There is no charge for this hike, in accordance with CHC’s permit from the National Park Service.
**Difficulty / Terrain**: This hike is mostly over flat terrain along the C&O Canal towpath and the Berma Road. This hike is considered to be an easy hike.
**Ages**: This hike is open to all ages, so long as they can comfortably walk 4 miles. Parents need to be mindful of small children during the hike for their safety.
**Dogs**: Dogs are welcome, so long as they are kept on a leash at all times, are friendly around people and other dogs, and are not taken out on the walkway to Olmstead Island.
Project Night at Taoti (register on Luma)
\-\-\-\-\-\- [REGISTER FOR THE EVENT HERE (ON LUMA)!](https://luma.com/be8kjf6n) \-\-\-\-\-\-
Join us for an evening of collaborative problem-solving as we work on a variety of civic tech projects together. Project needs vary but often include brainstorming, researching, writing, coding, or analyzing data.
Check out [our website](https://www.civictechdc.org/projects) for a list of projects which may make an appearance!
Meet other civic tech enthusiasts. Learn new skills. Contribute to a project to improve a local civic issue.
**All are welcome and collaboration is encouraged.** Laptops are recommended but not required.
**Where do I register?**
To better serve our growing community, we’re transitioning our event registrations to [Luma](https://luma.com/civic-tech-dc)!
**We still love Meetup**
Meetup has been an incredible platform for us to build and connect with our community. We’ll continue sharing upcoming events there so that new people can find us, but [Luma](https://luma.com/civic-tech-dc) will be our primary registration platform moving forward.
**Why we're making the switch**
Meetup’s registration system has some limitations, and we need more flexibility to manage sign-ups and engagement.
\-\-\-\-\-\- [REGISTER FOR THE EVENT HERE (ON LUMA)!](https://luma.com/be8kjf6n) \-\-\-\-\-\-
Disaster+Travel+Wilderness First Aid (In-Person) Certification Course
Hands-on learn how to save life & limb, when mired in the wilderness of an urban disaster zone, travel or rural area far from hospital, or natural area miles from an access point, during the critical minutes or hours before ambulance arrival. Come away with actual do-it-yourself care-giving skill and confidence, and 2-year SOLO certification. Counts as WFR Recertification, too. No prerequisites.
YOUR SPOT IS NOT RESERVED UNTIL YOU'VE COMPLETELY REGISTERED AT WWW.SOLOWFA.COM \***Spaces are limited. REGISTER: www.solowfa.com or 434.326.4697**
Can't make these dates? Check out more course locations and dates on our website.
WHO: Open to the general public, adults & teens with solid attention spans. Know your loved ones are safe wherever they are.
WHY: Mired in a disaster zone, travel or rural area far from a hospital, or natural area miles from an access point ... accidents, destructive weather, and terrorism happen, and all-too-often members of a group are not capable of dealing with the emergency. This leads to improper care of the patient, and endangers the entire group. Many recreational accidents are preventable, and improper care of trauma can compound even simple injuries. Very few first aid programs actually address the issues of providing emergency care in a setting where 911 is overwhelmed or not immediately reachable. In this course, classroom instruction and Q&A are interwoven with practical work and problem-solving exercises. Hands-on experience - a most powerful learning tool - during scenarios comprise \~50% of class.
TIMING: This is a 2-day class, Saturday and Sunday, 8:00am -7pm each day.
Fee: $295 (Earlybird)
API Events Near You
Connect with your local API community
SQL Server 2025: The Developer’s Revolution
The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Sam Nasr.**
You're welcome to come meet in-person at our meeting location, the offices of Improving at
**[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
**[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
**[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
[Teams Link ](https://teams.microsoft.com/meet/215625630917731?p=vxNb3zudhNj0S6Cg0v)if anyone needs it after RSVP-ing for in person.
If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails.
Agenda:
**5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees.
**6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details.
**7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment.
We hope to see you there!
Session Abstract
### SQL Server 2025: The Developer’s Revolution
Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects
\*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.
Ensuring Software Quality in the world of AI Developers - Matt Eland
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod.
**YouTube Link**
https://youtube.com/live/BltmWMH1zG0?feature=share
Cocoaheads
Come out to Improving for our monthly iOS and Mac meetings.
This Month's Presentation:
Nothing yet. (You should volunteer).
What is Cocoaheads (http://cocoaheads.org/)?
CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics.
What is BuckeyeCocoa (http://buckeyecocoa.org/)?
BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend.
Presentations!
Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website.
To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter.
Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/
NSCoder Night
Bring your work or your hobby, hang out, and code with us.
Follow @buckeyecocoa for more information.
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
DoJo (Informal Python Meeting)
**Latest Dojo Location!**
**Knotty Pine Brewing**
1765 W 3rd Ave,
Columbus, OH 43212
We're going to try a new dojo location for a few weeks and see how it works
Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead.
We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community.
https://forms.gle/ehSfUAC2WgR34Crq9
Prompting Is Not Magic: How to Give AI Better Context
Most people use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless.
But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context.
In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one.
We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows.
No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with.
**What you’ll learn:**
* Why “better prompting” is really about better context
* How to structure requests so AI gives more useful answers
* How to use examples, constraints, and output formats
* How to iterate when the first answer is not good enough
* How these skills connect to more advanced AI workflows
This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI.
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.



















