Sound Engineering

**The Test Tribe 2nd Washington Meetup – Designing a Modern QA Organization: Structure, Skills, and Shared Ownership** AI is accelerating software delivery at an unprecedented pace-but speed without structure introduces serious risk. In today’s landscape, the traditional “testing bottleneck” isn’t just a delay-it’s a business liability. This session explores how Quality Engineering must evolve from a siloed function into a strategic, distributed capability-one that balances rapid AI adoption with strong human oversight. Moving beyond basic automation, this talk introduces the concept of Distributed Quality Governance, where quality becomes a shared responsibility across engineering, product, and leadership. Expect a practical, leadership-focused discussion that cuts through AI hype and addresses the real challenges of testing complex, AI-assisted systems-while ensuring accountability, trust, and long-term resilience. **Event Details** * **Date: 21st January 2026 (Wednesday)** * **Time: 6:00 PM – 8:00 PM EDT** * **Location: 1501 Langston Blvd. Arlington, Virginia** **Session: Designing a Modern QA Organization: Structure, Skills, and Shared Ownership** **Speaker: Alekhya Guduri** **About the Session** In an era where AI-generated code is accelerating delivery, quality can no longer be treated as a final checkpoint. Instead, it must be embedded, intentional, and governed. In this session, Alekhya Guduri presents a blueprint for building a modern QA organization that operates as a strategic business function. You’ll learn how to shift from centralized testing teams to shared ownership models, while introducing guardrails that ensure responsible AI use across the delivery pipeline. From defining a Materiality Matrix to identify where AI risks are too high to ignore, to implementing Human-in-the-Loop frameworks, this talk provides actionable guidance for leaders navigating AI-driven engineering environments. **Key Takeaways** * The Materiality Matrix: How to objectively prioritize AI risks based on business impact and technical complexity * Distributed Governance: Transitioning from centralized QA to shared ownership in AI-driven CI/CD pipelines * Responsible AI Guardrails: Practical Human-in-the-Loop frameworks to prevent bias, hallucinations, and silent failures **About the Speaker** Alekhya Guduri is a seasoned technology leader whose career sits at the intersection of engineering execution, operational excellence, and innovation. As Director of Engineering at Indeed, she focuses on building high-performing organizations that treat quality as a strategic advantage, not a last-mile activity. With deep experience scaling complex systems and leading cross-functional teams, Alekhya works at the forefront of shaping how AI and human judgment coexist within modern software delivery. She is a strong advocate for distributed governance, responsible AI practices, and the evolution of Quality Engineering into a trusted business partnership. **Why You Should Attend** * Learn how to design QA organizations for AI-driven delivery * Understand how to balance speed with responsibility in modern pipelines * Gain leadership frameworks for shared ownership of quality * Move beyond AI hype to practical, defensible testing strategies * Connect with Washington-area QA, engineering, and tech leaders **About The Test Tribe** **The Test Tribe** is the world’s largest software testing community, empowering testers globally since 2018. With 7**00+ events** and **150K+ members** across **130+ countries**, we bring testers together to learn, grow, and connect through meetups, conferences, cohorts, masterclasses, and more. By RSVPing, you agree to our Terms and Conditions and Privacy Policy and consent to be contacted by The Test Tribe and our event partners.

Talk For Change (Club 1059567) is a mutually supportive and positive learning environment in which every individual member can develop communication and leadership skills, which, in turn, foster self-confidence and personal growth. We meet the first and third Wednesday of every month at 6:45 pm with online and in-person meetings. If you want to attend in person, we meet at Madhatters Restaurant, 1319 Connecticut Avenue, 1 block south of Dupont Circle, in Washington, DC. Contact us for more information (and to get the Zoom link for online attendance): contactusform-1059567@toastmastersclubs.org. http://talkforchange.toastmastersclubs.org/agenda-739269.html

Covid Alert: We will start having classes again at Canal Park on Wednesdays and Saturdays. Please bring your own hand sanitizer, and mask are a must! We'll practice from a safe distance from each other; and progress from there. "DC Kali" is an official training group for FCS Kali. Our curriculum includes knifes, swords, stick-fighting, striking, and grappling; but we place a special emphasis on edged weapons. Please come out and learn some Kali. Our aim is to train hard, learn some sound defense strategies, and make friends along the way. Although FCS Kali is a combat-oriented systems that involves edged weapons, we provide a safe environment for learning w/o sacrificing realism in our training. We teach in small semi-private groups, allowing each individual student to progress as quickly as he or she can absorb the info being taught. Hope to see you all there. Mosi K. Jack, Esq. Training Group Instructor · FCS Manong (under Tuhon Ray Dionaldo) http://www.fcskali.com/ ) FCS Kali: Founded by Tuhon Ray Dionaldo,Filipino Combat Systems is an organization dedicated the preservation and promotion of all Filipino Martial Arts. Filipino Combat Systems(FCS) is an organization/system with members from around the world. FCS is based onTuhon Ray Dionaldo's over 35 years of practicing various FMA (Filipino Martial Arts) styles. He's combine elements of each, into one system that's efficient, fast, concise, and logical. FCS members have extremely diverse backgrounds, and Martial Arts systems. We’ve all come together because of our love of the Filipino Martial Arts, and our unwillingness to become involved in the politics that has so often stifled our growth. Please pick one of the following class and fee combos: Drop-In Fee: $25/per class (after 1st free Saturday class) Monthly fees: $80/month (Wednesday park classes included for free), or Quarterly fees: $210/every 3 months (which comes to $70/month; includes the Wednesday park classes), or Wednesday Park only: $50/month • Credit cards and Paypal are preferred method of payment (online payments via Square are available at: https://squareup.com/market/dc-kali ) • One free trial class is permitted (but must rsvp ahead of class) • Equipment: if you have training knives, rattan sticks, training swords, and/or mma gloves bring them. If not, we may have a few extra. Training Videos http://www.fcskaliphilippines.com/fcs-curriculum-videos.html http://www.bloodnbonesgear.com/id5.html

♠️😲♠️ W.O.W. Spades Night ♠️😲♠️ Washington on Wednesday (W.O.W.) - 3rd Wednesday Spades in DC 🌟Spades in DC! 😀 Hang out with a friendly and welcoming group. Meet new people and have a great time! ✅️ No partner needed! Find one onsite. All skill levels are welcome. 📌 Nando's Peri-Peri Chicken - Navy Yard 300 Tingey St SE #150, Washington, DC 20003 ❤️ **Posted in multiple groups. So, expect a nice crowd.** 🚌 One block from Navy Yard Metro Station 🚗 Street and Garage Parking available. **** 🍷 Alcoholic beverages are available! 🍗 Please support the business by purchasing food/drinks. 🌟 The fun starts at 5:30pm! RSVP today.

We are a President's Distinguished Club and welcome new guests! Meeting is every Wednesday.

**Tired of surface-level conversations?** Join us for *Real Talk*—an evening of deep, real connection with strangers who are down to go there. We’ll meet at the church (we are a secular group), break into small groups, and draw questions from a deck of cards designed to spark vulnerable, honest conversations. ***Rules:*** 1. Don't debate politics. 2. Keep what is shared in the group within the group. 3. If you need to use your phone, step away from your group first. \*\*If you show up late, please hop into a group and don't interrupt the speaker. Just sit down in a group of your choice, and they'll bring you up to speed when whoever is talking finishes. Community of Christ church: 3526 Massachusetts Ave. PS—If you want to support the group (Meetup organizer fees, new card games, misc. materials) then you can buy me a coffee here: https://buymeacoffee.com/dillantaylor ^^This is 100% optional, and can be done on a one-time or monthly basis. But the meetup will always be free. Thanks! 🙏

**Important! Please register on [Luma Page](https://luma.com/n7h7ynr4)** This event is organised by Projector Institute community and Ukrainian Tech Space DC MD VA Join us for an exclusive evening dedicated to exploring what it truly means to be a Product Designer — and how to manage this role more effectively in today’s fast-changing digital landscape. ​ During this session, we’ll dive into: • The pros and cons of working in product vs. non-product companies • Communication as one of the main design tools • Business-oriented approaches to product design • Practical insights for both junior and senior designers • The use of AI tools and workflows — backed by real-world examples ​ Speaker: [Misha Rybachuk](https://www.linkedin.com/in/mike-rybachuk/) — Co-founder of [Projector Institute](https://prjctr.com/en/about), Art Director at [Lezo.io](https://lezo.io/en), and former designer at Accenture. With over 10 years of experience in interface design, Mike has helped build impactful digital products by merging creativity, strategy, and technology. ​ This event is your opportunity to connect with fellow professionals, gain hands-on insights, and see how design bridges creativity, communication, and business success.

This is an ongoing class. **FREE during the month of January!!** 🌙 **Slow Flow Yoga & Sound Bath \| Thursdays 7–8 PM** 📍 *Mind Body Paloma’s Studio – Oakton, VA (near Vale)* *Exact address shared after registration* Join us every Thursday evening for a **nourishing hour of gentle movement, mindful breathing, and soothing sound**. This class is designed to support **deep relaxation and inner calm** while gently stretching and opening the body. 💫 **Perfect for beginners** or anyone seeking a slower-paced, grounding experience at the end of the day. 🧘‍♀️ **What to Expect**: – Slow flow yoga for all levels – Deep stretching and conscious breathing – A calming **sound bath during final relaxation (savasana)** – Intimate small-group setting (Max 10 people) ✨ **What to Bring**: Just your yoga mat and an open heart. 🎟️ **First class is FREE!** For class passes and pricing, visit: [www.mindbodypaloma.com/services](https://www.mindbodypaloma.com/services) Reserve your spot here: [https://events.humanitix.com/slow-flow-yoga-thursdays-7pm](https://events.humanitix.com/slow-flow-yoga-thursdays-7pm) In person spots are limited—RSVP to receive the exact address and secure your place. Option to join ONLINE available!

This will be an opportunity to dive deeper into your Soul’s path as ancient Tibetan Bowls and Gongs help you to connect to your deep/subtle self. Join us for an immersive and powerful sound healing experience that takes you on a journey into deep relaxation meeting the silence of your soul. During this session, you'll be gently guided into a meditative state as waves of sound from gongs, bowls and other healing instruments wash over you. The rich tones and vibrations help shift brainwaves, release tension and promote deep inner peace. This will begin with a brief guided grounding meditation to help relax the body and set intentions. The gong bath will last for approximately 45 minutes. Following the sound bath will be a few minutes for quiet reflection and gentle integration and then an optional opportunity to open hearts and share. Space is limited so a RSVP is required. Please plan to arrive 15 minutes early so you can get situated. This will be held inside our large great room You are welcome to bring a mat, blanket or pillow, but we also have everything needed. FIRST TIMERS: All are welcome as long as you come with an open/positive mind and respectful heart. No prior experience necessary. You are also welcome to walk our grounds or check out or crystal shop. IMPORTANT DIRECTIONS: The address is 15406 Riding Stable rd. Property is at end of 1/2 mile driveway into the woods. you will drive over a small stream. Please be EXTRA MINDFUL to drive slowly (under 10 MPH) as to not stir any driveway dust. It is a shared driveway so it’s important to respect our neighbors. Please do not stop to interact with horses. COST: $20 With Love and Gratitude

Drumming is a language, Drumming is a connection! Learning to play percussion grounds you in rhythm and will improve the eay hear and feel the music all around you. Start your drumming journey with this all levels group. We'll teach you good technique plus music that will elevate your mood and help you groove. Learn with Roberto, Chris, Dee and Juan. Drums are provided, so bring your hands and your heart ❤️.

Sit back and relax as Tibetan & crystal bowls (and other instruments) help bring you back into alignment thru sacred sound therapy. This is a great way to clear yourself and recharge for the week ahead. For those interested, it can also assist in achieving deeper stages of meditation. Space is limited so a RSVP is required. Once you have joined us for an event, you are welcome to text to confirm your spot. FIRST TIMERS: All are welcome as long as you come with an open/positive mind and respectful heart. No prior experience necessary. Please plan to arrive 15 minutes early so you can get situated. You are also welcome to walk our grounds or check out or crystal shop. IMPORTANT DIRECTIONS: The address is 15406 Riding Stable rd. Property is at end of 1/2 mile driveway into the woods. you will drive over a small stream. Please be EXTRA MINDFUL to drive slowly (5 MPH) as to not stir any driveway dust. It is a shared driveway so it's important to respect our neighbors. Please do not stop to interact with horses. COST: To help make this affordable to all, we have an offering range of $15-$25. If you would like to contribute in another way, please let us know. With Love and Gratitude

Get started! Whether you are experienced or a complete new thisdrum class offers fun for you. Learn the basics of popular Brazilian rhythms: samba, samba reggae, axé, ijexa and more. We provide the drums in a fun atmosphere to learn. Drop in:$10

**\*\* PAID EVENT\*\*** **Join us on February 1st, 2026 , for a magical Sound Bath to honor the Snow Full Moon in Leo! As we embrace the second full moon of winter, this is a powerful time to release what no longer serves you and set intentions for new beginnings. Under the radiant energy of Leo, known for its creativity, confidence, and passion, you'll find the courage to let go of old patterns and embrace transformation. The full moon represents an opportunity to release what no longer serves you. The energy of the full moon allows you to complete cycles, use your intuition and insight to manifest and create a new beginning. During this soothing and vibrational sound session with the gong, crystal bowls and other high vibrational instruments you will have the opportunity to wash away stress and what no longer serves you and set intentions for the month ahead.** **What you may experience during this session:** Stress Relief and deep relaxation **What to bring:** Your own water bottle A Yoga mat and A blanket ( or use one at the studio) Eye mask (if you have one) -Comfortable clothes lay down **About Jenny Perez Curandera:** Jenny is a Curandera Shamanic Healer born into the Curanderismo tradition that utilizes Traditional Curanderismo Shamanic Healing modalities past down from previous generations. Her core values are to LIVE IN HARMONY with great spirit, the elements, nature, animals and people. DO NO HARM TO OTHER PEOPLE, PLANTS OR ANIMALS. In the traditional Curanderismo that Jenny practices the foundation is LOVE AND RESPECT to the spirit world, towards animals,plants, people,free will and the elders who guard the curanderismo tradition (Los Abulitos de la tradicion). Private bookings are available for ancestral healings,energy clearing , energy balancing and tarot readings. If you would like to book a private energy session or tarot reading before/after the sound healing session send an email to healing@curanderasheart.com or text (703)531-7046 ( Visit our site for more information on our upcoming ancestral healing ceremonies, trauma release ceremonies, cacao ceremonies, full moon ceremonies, women circles, breathwork sessions and energy clearing ceremonies to bring balance to mind, body and spirit) Stay connected via IG @curanderasheart **Details** Address: Address: 5852 Washington Blvd unit#5 Arlington VA 22205 (We are located on the second floor above trade roots coffee shop. Must enter on the side of the building and go upstairs) Our studio is located in the Westover Village in Arlington VA a walkable neighborhood with plenty of food options and street parking.(Please arrive early to set up your spot we will start on time, space is limited allowing all of our events to have an intimate vibe) 2/1 5pm-6pm Energy Exchange: $45 Info: healing@curanderasheart.com 703. 531.7046 call or text \*\*\*\*Cancellation Policy: There are no refunds for missed or canceled reservations\*\*\*\*

HYBRID EVENT, VIRTUAL SPEAKER In this talk, Sean Hoar will explore the transformative journey of AI’s role in modern software engineering, from rapid prototyping (“Vibe Coding”) to strategic AI integration by skilled practitioners. It clarifies the distinctions between AI-assisted, AI-enabled, and practitioner-led approaches, offering insights into how developers can effectively adapt to and harness AI tools. The presentation also highlights recent advancements and practical strategies for leveraging AI in daily workflows and long-term development.

Gaming, AdTech, EdTech, Media Streaming, and FinTech are just a few of the workloads where high-availability cloud infrastructure matters. Whether you’re doing battle daily in one of these spaces or are just curious about ways to improve performance, meet us in Reston for an in-person discussion on bare metal cloud architecture. You’ll meet our product lead, James MacKenzie, who will walk through how modern bare metal serves as a control plane for hybrid and private cloud architectures. **What we will cover** * Ways to leverage bare metal, containers, and orchestration for better performance and predictable economics; * Real-world hybrid, disaster recovery, and data-intensive architectures; * Our approach to eliminating ingress and egress fees. **Who should attend** * Cloud architects and platform engineers; * DevOps professionals and infrastructure leads; * FinOps stakeholders managing data-heavy or hybrid workloads. **Why attend** This is a technical, architecture-first conversation. You will leave with a clearer understanding of high-availability cloud infrastructure and how organizations are scaling cost-effectively. Food and drinks will be provided. Space is limited to keep the discussion interactive.

Federal Executive GovCon - "Supporting Government Efficiency with Thought Leadership" When: Thursday, January 22, 2026, 5:30 – 8:00 Location: Lost Rhino, 21730 Red Rum Dr, Ste 142, Ashburn, VA 20147 (\*\* NEW LOCATION \*\*) Come network with other local GovCon Executives and enjoy a few free beers on us and engage with our sponsors and Industry speakers. Please register here for your spot and please enter full name and company so a badge will be waiting for you. Sponsorships: 1 of 2 spots are available. DM me to claim the 2nd sponsorship to highlight your company to an invitation-only executive audience.

Dulles Code & Coffee is a collaborative community of software and technology enthusiasts seeking to learn, grow, and help each other. All skill levels are welcome. The concept is simple. Bring a laptop and ideas. We’ll provide coffee, tea, and donuts. Thank you to [BTI360](https://www.bti360.com/) for sponsoring this event. ## **Event Format** 1. At 9:15 everyone introduces themselves and briefly describes what brought them out this morning (project, homework, networking, etc.). 2. For the rest of the day folks work in the communal space, socializing and asking/giving help as desired. ## **Location** BTI360’s Office in Herndon The office is across from Worldgate, looking down on the toll road. ## **Address** 12930 Worldgate Dr, Ste 400, Herndon, VA 20170 [[map](https://goo.gl/maps/pF5ZrPUviX1vtmdSA)] ## **Logistics** * **Must be a U.S. Citizen to attend. Real ID verification is required.** * PARKING: Use the surface lot. All spaces marked MIII are open for parking. Please avoid Management spaces, State Farm and SP+ * ARRIVAL: Follow the signs from the front entrance to the freight elevator located in the parking garage on level P2. Take the elevator to Suite 400 (Floor 4). * How to find us video: [https://youtu.be/ohqFzyqiASE](https://youtu.be/ohqFzyqiASE) ## **Community Guidelines** We value the participation of each member of the community and want all attendees to have an enjoyable and fulfilling experience. To ensure a conducive environment, all participants are required to conform to our [code of conduct](https://github.com/DullesCodeCoffee/.github/blob/main/code-of-conduct.md).

This popular and accomplished Toastmasters club (#4787) is open to everyone, with an average of 25 people per meeting, mainly business professionals from the Reston/Herndon area. Meetings are held on the 1st, 3rd and 5th Tuesdays of the month from 6pm to 7pm at 2310 Colts Neck Rd, Reston, VA 20191. Some of the group's members are accomplished professional speakers, while others are just starting down their path of improved public speaking, including many non-native English speakers. Whether you're just starting out and looking to improve your speaking or overcome some nervousness...or looking to gain connections and sharpen your skills, you'll feel connected with the members of Reston Town Center Toastmasters. Stop by. Check us out! Chances are you'll like us so much that you'll be back! For more information: http://towncentertoastmasters.toastmastersclubs.org/

Looking for a quiet, focused space to write? Come be part of our writing group—a dedicated time just for writing alongside fellow writers in your community. No readings, no critiques, no peer-review—just you writing within a supportive atmosphere. 7pm-7:15pm: Find your seat, set up your writing station, quick intro's. 7:15pm-8:45 pm: An hour and a half of silent focused writing. 8:45pm-9pm: Quick debrief, pack and head home. Can't wait to see you! :)