Load Testing and Performance

A small team of AWS Solutions Architects not traditional software engineers, built AIRE Traffic Control (ATC), a production agentic AI platform now serving thousands of builders. We used AI at every stage: spec-driven development, AI-generated code, automated testing, and agentic workflows. In this talk, we'll share the real story, the architecture, the failures, the breakthroughs, and what we learned about driving adoption from 32% to 92% in 10 weeks. You'll walk away with practical patterns for building multi-agent systems, using AI-DLC methodology, and empowering non-traditional dev teams to ship production-grade applications.

Join us for the third Funny Farm comedy show of the year. Catch a hilarious line-up of comedians from DC and beyond at Edgewood Community Farm, a volunteer run garden and venue in northeast DC, a few minutes off the red line metro. Tickets are $10 on [Zeffy](https://www.zeffy.com/en-US/ticketing/funny-farm-pop-up-comedy-june?utm_source=meetup) or at the door. The show is BYOB and picnic friendly, though regular seating is also available. Dogs are welcome, as long as they don't eat the plants. The show starts at 7:30 pm and we welcome guests from 7:00 pm onwards. This event is brought to you by Zoo Animal Productions. To learn more about our events, check out our [full events calendar](https://luma.com/zooanimalproductions?utm_source=meetup).

Have you been thinking about trying self-defense training, but do not want a loud, aggressive, or overly competitive environment? This free intro class is a simple way to get started. Maryland Systema offers practical self-defense training for adults in Takoma Park with a focus on movement, awareness, breathing, posture, and calm under pressure. This class is designed for beginners and first-timers who want real-world self-defense training in a welcoming setting. You do not need experience. You do not need to be in top shape. You do not need a martial arts background. You just need to show up ready to learn. This is not a sport-based class built around winning points, memorizing routines, or trying to look impressive. It is a more practical approach to adult self-defense training that helps you stay balanced, aware, and functional when things feel uncertain. If you have been searching for self-defense classes in Takoma Park, beginner self-defense near you, or practical self-defense training for adults, this class is a good place to start. **What you will work on** * Breathing and staying calm under pressure * Movement that improves balance and mobility * Awareness and posture * Simple partner drills * Practical self-defense training for beginners **Who this class is for** * Adults new to self-defense training * Beginners looking for a low-pressure class * People who want practical self-defense instead of sport martial arts * Adults in Takoma Park, Silver Spring, Rockville, and nearby areas looking for realistic self-defense classes **What to wear** Please wear comfortable workout clothes. No uniform is required. **Why start with this class** This free intro class gives you a chance to experience the training, meet the group, and see whether Maryland Systema is the right fit for you before joining regular weekly classes. **RSVP** Reserve your spot and come try a beginner-friendly self-defense class in Takoma Park.

A level competitive sand volleyball, doubles triples or quads depending on how many RSVP Court has lights, we will be playing on court 2. Cost is $14 pp.

Today we are Steve's Lab. RSVP and you'll be sent the location. It's in Silver Spring. ***Join us for an evening in an electronics lab where we will attempt to run clean scans of graphene and gold samples, and then clean up that data with post processing.*** This is a high sensitivity experiment, and we do not plan on being successful so early. But we've had promising results lately - so we will be putting in the time. We are NOT meeting at our usual location, but rather at Steve's house/lab. If you RSVP, you will get a DM with the address but it's located in Silver Spring. We will attempt full, clean lab - clean tip repeated scanning tests to see what we can learn and improve. We will experiment with online attendees, but if all possible showing up in person is strongly encouraged. Online join link is: - [https://meet.jit.si/mocomakers](https://meet.jit.si/mocomakers) Our community is building (and documenting for other teams) how to build a scanning tunneling microscope using a mix of common and 3D printed parts. This will allow us to scan and visualize a single atom - an ambitious we are doing over the course of a few months. The MoCo Makers community is one of the most innovative and competent groups in Maryland, and we've done everything from [publishing cancer research](https://pubmed.ncbi.nlm.nih.gov/38136356/), to [launching products](https://www.kickstarter.com/projects/gotim/cozy-curvy-multi-contour-pillow), [winning grants](https://covidinfocommons.datascience.columbia.edu/awards/2014255), and inspiring thousands. Now our biggest challenge yet has appeared. We are building a Scanning Tunneling Microscope, that will allow us to scan and visualize single atoms. To get a better idea of what we are doing, see our reference project here: [https://www.youtube.com/watch?v=7N3OqTEq08g](https://www.youtube.com/watch?v=7N3OqTEq08g) All starting CAD, code, and reference files should exist. However, let's be the first Maker community to document the build process and share it with learners around the world. We will be publishing our work here -[ https://hackaday.io/project/202816-qt-panda](https://hackaday.io/project/202816-qt-panda) If you need a ride, let us know.

**\*TO ATTEND GET TICKET At** [https://www.socialevents123.com/event-details.aspx?id=13508#tix](https://www.socialevents123.com/event-details.aspx?id=13508#tix) (Multiple Meetup groups are co-organizing so the RSVP's shown are just a very small portion attending. We'll have at least 20 registered.) Our last online Bingo Night Party was such a BIG hit, we're doing it again! Do you like to play BINGO or want to just do something different?! Then you will LOVE this event! Here is your opportunity to have some fun playing our Live "Bingo" game. You will also get to socialize and make other friends from the comfort of your home. Prizes included Amazon gift cards, free future events and more! This completely online event will be LIVE and you will be able to see and hear the other participants while playing. You will either need to print or draw out your bingo cards. We will email you with how to get it after registering. You can have more than 1 person on your team as long as they're from your house and use same device. Friends/family around the country can also play. They would just need to also register for a ticket. This event will be held on Zoom which you would access through your computer/webcam, or via your phone/tablet. On day of the event, you will get a secured Zoom link and link to print out Bingo cards. \*RSVPS ON HERE ARE NOT REFLECTIVE OF ACTUAL ATTENDANCE as this is a multi group event. Cost: $15-$20 depending on how early you register. **\*TO ATTEND GET TICKET AT -** [https://www.socialevents123.com/event-details.aspx?id=13508#tix](https://www.socialevents123.com/event-details.aspx?id=13508#tix)

Join us as The Washington Area Roadskaters lead you on a different adventure every week, skating through and around our Nation's Capital! Skate description will be placed here as the route is published. For up to the minute details, check Facebook and Instagram. Facebook: https://www.facebook.com/groups/WashingtonAreaRoadskaters/events Instagram: https://www.instagram.com/weareskatedc/ We hope to see you Sunday!

[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/) Friday: Advanced Expression End the work week with high-energy **Advanced Rhythm** from **7:00 PM to 8:30 PM**. This session dives deep into the technicalities of Latin and Ballroom styles like Rumba, Samba, or Mambo, designed for dancers who value precision and artistic expression. For $25, you'll receive intensive instruction that pushes your physical boundaries and refines your competitive or performance edge in a high-vibe atmosphere. **When: Every Friday** **Time: 7:00 pm to 8:30 pm.** **1 Dances per month:** **\*Please check the flyer on the group class page for the dance of the month. Or contact us to find out.** **Cost:$25 per person for 90 min.**

Our True Self – Soul – has both a cherished legacy and a dramatic destiny. The legacy is our unique talents, limitless creativity, and God’s unconditional love. The destiny is an Eternity of growth, service, and joy as we apply our gifts to the upliftment of all life. How can we use the opportunities of this lifetime to unfold into our best and highest self? How can we identify and refine our greatest gifts so that we can begin living a more fulfilling and self-directed life today? In this lively interactive session, we’ll explore:  Practical tips for fulfilling your destiny.  Techniques for welcoming more of God’s love into your life.  ECK teachings that reveal how to take the next step toward shaping your future. Guests will receive a free copy of the book, Love—the Keystone of Life, while supplies last. We’re looking forward to seeing you there! A flyer for this event is available for you at: https://eck-va.org/wp-content/uploads/2026/05/Poster-for-June-14th-2026- Love-the-Keystone-of-Life-Shaping-Your-Own-Destiny-Rev-2c.pdf

This offering, *Rest. Restore. Reconnect: When Slowing Down Feels Hard*, was born from a truth I know intimately — that rest isn’t always easy. That stillness can feel unfamiliar. That slowing down can bring us face-to-face with everything we’ve been carrying. **And yet… it’s also where the healing begins.** **[REGISTER HERE](https://www.eventbrite.com/e/rest-restore-reconnect-3-week-yin-restorative-popup-yoga-experience-tickets-1988229785811?aff=oddtdtcreator)** **DROP INS: $20.00 PER SESSION** **ALL THREE SESSIONS: $60.00** **TWO FOR ONE ALL THREE SESSIONS: $70.00 (invite a friend)** **DATES: Saturday, June 13, Saturday, June 20, and Saturday, June 27** **TIMES: 10 AM - 11 AM** Over the course of three Saturdays, we’ll gather in a space at the **Black Owned Teahouse: [Adjourn Teahouse](https://adjournteahouse.com) in Lanham, MD,** intentionally curated for softness, support, and gentle return. Through yin + restorative yoga therapy, you’ll be guided to release tension, regulate your nervous system, and reconnect with your body in a way that feels safe and sustainable. This is not about doing more. This is about allowing yourself to *be*. And because your experience matters beyond the mat, each session will close with a beautiful tea time — a moment to integrate, connect, and savor. There will be other thoughtful touches woven throughout… little surprises to deepen your experience and make each gathering feel like a retreat from the noise of everyday life. If you’ve been feeling stretched, overwhelmed, or disconnected… If your body has been asking you to slow down, but you haven’t known how… This space was created with you in mind. **[REGISTER HERE](https://www.eventbrite.com/e/rest-restore-reconnect-3-week-yin-restorative-popup-yoga-experience-tickets-1988229785811?aff=oddtdtcreator)** **DROP INS: $20.00 PER SESSION** **ALL THREE SESSIONS: $60.00** **TWO FOR ONE ALL THREE SESSIONS: $70.00 (invite a friend)** **DATES: Saturday, June 13, Saturday, June 20, and Saturday, June 27** **TIMES: 10 AM - 11 AM** ALL ARE WELCOMED Limited spots available — because intimacy, presence, and care are at the heart of this experience. I can’t wait to hold space for you 🌿✨

We meet on Sundays at 8 a.m. for training runs on some of DC's best trails, including Rock Creek Park and the surrounding area. We typically meet at either Peirce Mill in Rock Creek Park, or Roosevelt Island, depending on the route. Details of the weekly schedule can be found here: https://new.vhtrc.org/runs/sip We hope you can join us for a run! All paces and levels of trail experience are welcome for these runs, which range in distance from 6 to 9 miles.

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

**Welcome to the Women’s Columbus Bogleheads® Sub-Group** This sub-group is for **women who want to learn and discuss finances in a safe, supportive space**. For those interested in moving towards financial independence and retirement by learning investment basics, choosing your 401(k) investments, minimizing taxes, and more. We’re a local chapter of **Bogleheads®**, following a long-term, practical investment philosophy: [Investment Philosophy](https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy): https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy [Bogleheads Forum](https://www.bogleheads.org/index.php): https://www.bogleheads.org/index.php No question is too small, and no experience is too simple. Share, ask, and learn — at your own pace, without judgment, in a group of like-minded women. Let’s build confidence and knowledge **together**!

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

**💘 Hialeah Speed Dating – Personality Matched & Hosted on Zoom** A straightforward, fun way to meet local singles without stepping out. It's simple: complete a short personality quiz, jump on Zoom, and meet Hialeah singles in guided one-on-one rounds. Matches shared afterwards. **✅ RSVP below — the host messages everyone personally.** After RSVP, look out for a message with the personality quiz and event link. Capacity is limited. --- 🎯 **Perfect for:** - Introverts who shine in one-on-one conversations - First-timers new to speed dating - People fed up with swiping who want actual conversation - Hialeah locals after personality-matched dates - Singles who prefer a hosted, structured experience **How It Works** 1. **Grab your spot** – Hit RSVP above to join the list. 2. **Watch for a host message** – The host will send you a short personality quiz after your RSVP. 3. **Fill in the quiz** – Short and easy — it helps us pair you with the right people. 4. **Hop on Zoom** – You'll receive the Zoom link before the event. The host handles the rest. 5. **Meet your matches** – Cycle through short chats, then see who you clicked with after the event. **Event Details** - **Format:** Zoom video session – short timed rounds - **Location:** Your space – couch, desk, wherever suits you - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Casual, easy-going conversations with Hialeah singles - **Matching:** Driven by personality quiz results - **Rounds:** Multiple short one-on-one rounds **Frequently Asked Questions** **Do I need experience?** Not at all. The host walks you through everything. **When will the host contact me?** Usually within a day or two of your RSVP, well before the event. **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **What's the personality quiz for?** It helps us match you with compatible people. The host will send it after your RSVP. --- ✨ Speed dating from home — easy, fun, and personality matched. 💘 ✨