Microsoft

Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects.

This is the second meeting for Team Network’s Fairfax Area Believers. A joint venture with Bridgepoint Connections. ### **New Networking Group Launch Meeting** ## We are the Fairfax Area Believers A Faith-Based, Exclusive Category Networking Group ### **JOIN US TO EXPLORE THE OPPORTUNITY** # **Tuesday, April 7th, 11:45-1:30 pm** ### **Pay $30 at the Door -** (Required) Gratuity is Included ### Choose from a list of three entree's, soft-drinks, dessert You can find this and other Team Network Events at [https://www.teamnetworkcorporation.com/events](https://www.teamnetworkcorporation.com/events) ### **ARE YOU GOOD AT WHAT YOU DO? WE WANT TO MEET YOU!!** We are the Fairfax Area Believers Team Network. We are an exclusive category networking group who want to develop business networking relationship with similar faith in God, with similar beliefs and spiritual values. We are unified and committed to share agendas designed to facilitate meaningful introductions, engaging conversations, and referral partnerships to foster long-term business relationships that will help grow the team, and more importantly, our bottom lines. We meet every week 11:45 to 1:30 pm. The 1st Tuesdays we meet in-person at Houlihan's located at the Crown Plaza Dulles Hotel. All other Tuesday Mornings we're on on Zoom. If you have questions or run into any issues please email us at [info@teamnetwork.com](mail to: info@teamnetwork.com)

**REGISTER AT THE LUMA EVENT PAGE!!!** https://luma.com/2e6rhzjo **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:** ​IAI coding agents can now scaffold entire applications from a single prompt. But for mission-critical systems that require compliance, reliability, and auditability, "it works on my machine" isn't enough. When your agent makes fifty tool calls, rewrites three files, and confidently hallucinates a security vulnerability, how do you even begin to debug that? ​This talk introduces a practical, open-source toolkit for injecting observability, control, and systematic testing into agentic AI development. Using MLflow's tracing and evaluation framework, we'll follow a single throughline: building an AI agent with a coding assistant (Claude Code), tracing both the assistant's work **and** the agent it produces, then evaluating quality with LLM judges - closing the loop from development through production monitoring. ​You'll walk away with a concrete workflow for turning the black box of agentic coding into something you can inspect, measure, and trust. No vendor lock-in required. ​**Speaker Bio:** ​Tim Lortz is an AI Product Specialist at Databricks, where he has worked since 2019. He currently serves as the technical lead for Databricks' go-to-market efforts for AI in regulated industries, focusing particularly on enterprise-grade governance for AI platforms. ​ Prior to Databricks, Tim spent many years in various data science practitioner and leadership roles in the Federal contracting space. He holds a PhD in Industrial & Operations Engineering from the University of Michigan (Go Blue!!) and a BS in Industrial Engineering from the University of Pittsburgh.

Join us for a chill voices-off hangout for ASL practice and socializing. It's a night to connect, learn, and have fun! All signing levels are welcome—whether you are fluent, just starting out, or somewhere in between. The first hour entails a practice activity or around-the-room introductions geared toward ASL learners and those more fluent who enjoy encouraging learners. The second hour is an unstructured social. Streetcar 82 is the region's only Deaf-owned and operated brewery! They serve up non-alcoholic options as well as an array of their crafted beers. If the weather is nice, the large group gathers on the patio outside. Check out Streetcar 82 on Instagram: @streetcar82brewingco Note this event is held monthly, on the first Tuesday of the month. Check out the brewery's online calendar for the most up-to-date status. https://streetcar82brewing.com/events/

[Book Your Ticket Here on our Website](https://crowndancestudio.com/group-classes/). This Class is for anyone who's taking some beginner classes and is considering leveling up. When?: Tuesday Level 2 Salsa Group Classes 7:00PM to 8:30PM. Do I need Partner? NO Is it a Series? No. But we review similar materials on the consistent basic. So having a good basic foundation in those dances will go a long way for you here. Cost: $25 Per Person for 90 minutes class Can I drop-in? Yes. Membership & Class pass available for your better growth and progress. www.crowndancestudio.com

Dallas is best known for oil, cattle, Neiman Marcus and the Cowboys--not mass transit. But Dallas Area Rapid Transit (DART) provides light rail, "Trinity Railway Express", regional rail, bus routes, GoLink on-demand service, and paratransit over a 13-city territory. TEDC member Katy Kelly will provide an overview of DART's offerings and explore the challenges of providing transit in a Sunbelt community. We'll also have a preview of our next transit outing! Hope you can all make it :-)

🚨 **AI for Good: Healthcare + AI = Better Patient Outcomes** 🚨 We’re bringing the community together on May 7, 2026 for a focused Cloud & AI meetup exploring how artificial intelligence is directly improving healthcare delivery and patient outcomes. From reducing administrative burden to enabling smarter clinical workflows, AI is becoming a practical driver of better care across the system. This session will spotlight real-world applications of AI in healthcare and how organizations are moving from experimentation to measurable impact. While final agenda details are still being finalized, the direction is clear—this will be a high-signal conversation on where healthcare and AI are heading next. 🚀 RSVP now to: * Lock the date on your calendar * Receive event updates as they’re announced * Be first to get agenda details, speakers, and session highlights 📅 Thursday, May 7, 2026 ⏱️ 5:00–7:00 PM 📍 Microsoft Reston Garage, 11955 Freedom Drive, 2nd floor, Reston, VA Whether you’re building in healthcare, working in AI, or simply curious about what’s next, this meetup is designed to bring together people focused on practical innovation and real-world impact. 👉 RSVP to stay connected: [https://tinyurl.com/maycloudmeetup](https://tinyurl.com/maycloudmeetup)

Whether you're attending DynamicsCon in Las Vegas or simply want to get to know fellow users of the Dynamics & Power Platform tools, you are cordially invited to join us on Friday, May 8th for an informal meet & greet! Get to know Lenore & Meron (and other attendees) in an informal and friendly environment. This is a great opportunity for anyone who interested in learning more about the panoply of tools that fall under the Dynamics User Group.

This is an absolute beginner Salsa group class. It is specifically designed for those with no prior experience in Salsa and participations does not require having a partner. Every Other Sunday: $25 per person. [Click Here to Sign Up](https://crowndancestudio.com/) 2:00 pm to 3:30 pm Beginner Bachata.

Join Service Design DC for a community movie night focused on learning, reflection, and connection through two keynote presentations from last year’s Service Design Global Conference. SDGC25 brought the global service design community together around the theme “Business Transformation by Design,” exploring how service design can influence strategy, operations, and customer experience across organizations. For this gathering, we’ll watch 2 selected talks from SDGC25, then open up a casual group discussion about what resonated, what feels relevant for our work now, and what these ideas might mean for service design practice in DC. The 2025 conference centered on service design’s role in helping organizations navigate cross-functional transformation, making these talks especially relevant for practitioners working across systems, teams, and change. **What to expect** * Watch 2 selected presentations from SDGC25 together. * Casual facilitated discussion after each talk. * Time to connect with other service design and adjacent practitioners in the DC area. **Evening Agenda** 6:00 P.M. - Doors Open + Socializing & Networking 6:30 P.M. - First talk highlights + conversation 7:15 P.M. - Second talk highlights + conversation 8:00 P.M. - Wrap up **Many thanks to our host and sponsor, MediaBarn!** *Mediabarn’s customer-centric philosophy defines who we are.* *In its simplest form, we are committed to applying Human-Centered Design (HCD) methods to understand customer needs, collect feedback, and use that feedback to improve services and products. Whether it’s for customers, citizens, or employees, our Experience Design Studio creates research-informed designs to improve the experience of every human involved.*

This meeting we will be discussing our Crone superpowers. What we have gained or like to in this stage of life. How it is the same or different than we thought it would be. We need a name. Lets name our group. Welcome to all who identify as women—those in their wisdom years and those journeying toward them, embracing cycles of growth, transformation, and deepening self-awareness. This space honors women celebrating the strength, creativity, and wisdom that unfold through each season of the feminine path. In this circle, a crone is not defined by age but by attitude - someone who carries or seeks the wisdom, courage, and self-knowledge that comes with lived experience. You are invited to join the Crone’s circle of women coming together to share wisdom, experience, and inspiration. This gathering offers a welcoming space for reflection, storytelling, and meaningful conversation about life’s journeys, challenges, and triumphs. Whether you seek connection, personal growth, or simply a moment of peace among kindred spirits, this meeting is an opportunity to nurture your inner strength and celebrate the wisdom within us all. Come as you are. To guide and enrich our time together, we will be using books and other creative means—such as rituals ceremonies, journaling, art, and shared activities—to spark insight, deepen connection, and inspire personal growth. Naming of the group will be done in circle. Please bring a journal for our journey. Books can be bought through Sticks and Stones. The first book will be: The Crone Zone: How to Get Older with Style, Nerve, and a Little Bit of Magic by Nina G. Bargiel Host: Cat Entrance cost: $15 Cat Cat began her spiritual journey in her late twenties, drawn to the transformative power of self-discovery and holistic healing. Trained in meditation, earth-based spirituality, yoga, massage, and energy work, she weaves together practices that nurture balance and connection. Her creative spirit finds expression through continued learning, ceremony, rituals, movement, art, crafts, and journaling, which she uses as tools for reflection and transformation. Deeply committed to creating community, Cat fosters spaces where individuals can share, heal, and grow together. Through her work, she continues to explore the harmony between energy, creativity, and the natural world.

Practical AI for Power BI Developers A year ago, “agentic AI” 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.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

Let's Crop!

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!

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**

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 · 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