Software Modeling

**The Night Before Current Summit** ​Welcome to **The Night Before Current Summit**, hosted by Aiven. ​We’re kicking things off the evening before Day 1 of Current Summit with a relaxed gathering of friends and community—the perfect way to beat the crowds, connect with peers, and hear the latest insights from the industry before the main event begins. **Drinks are on us!** ​**⚡ On the Agenda** ​We have a round of casual **lightning talks** featuring standout Aiven customers and industry legends: * ​\*\*[Stanislav Kozlovski](https://www.linkedin.com/in/stanislavkozlovski/?utm_source=luma):\*\* Known as “the Kafka guy,” Stanislav is an Apache Kafka committer and software engineer. Currently, he is consulting for companies and writing **“2 Minute Streaming”** \- a newsletter with over 7\,000 subscribers focused on real\-time event streaming and data engineering\. Across social media\, he has over 50k followers reading his insights on the space\. * ​\*\*[Nahidul Kibria](https://www.linkedin.com/in/nahidupa/?utm_source=luma):\*\* Engineering Lead at **HelloFresh**, sharing insights on scaling real-time data for the world's leading meal-kit provider. * ​\*\*[Mark Davidson](https://www.linkedin.com/in/davidsonmark/?utm_source=luma):\*\* Principal Architect at **Funding Circle**, the UK's largest SME lending platform, discussing the architecture powering the future of business finance. ​**🤝 Meet Your Hosts** ​The event is hosted by **Aiven** and supported by **OSO** & **Conduktor**. * ​**Aiven:** Aiven provides the managed open-source data platform that developers love, helping you scale Apache Kafka, PostgreSQL, and more without the operational headache. * ​**Conduktor:** The all-in-one interface for Apache Kafka, making data streaming accessible, secure, and governed. * ​**OSO:** The Apache Kafka experts helping teams unlock real-time data and drive meaningful innovation. ​ **🎟️ Join Us** ​Space capacity is limited. Apply now to secure your spot!

Please join us for an evening of all things Umbraco - the latest news, community chat, and a talk or two! For 2026, we will be running both in-person and virtual meetups, alternating every month. For those who can't join in person, virtual attendance is available too, so you can join us no matter where you are! This month, we have **Owain Jones** talking about building friendly content editing experiences and **Markus Johansson** talking about building packages for Umbraco. **Owain Jones - Unlocking the Full Potential of Umbraco: Building Friendly Content Editor Experiences** Umbraco is often called "The Friendly CMS", and it absolutely can be when we, as developers, make the most of what it offers. In this talk, I’ll show how we can utilise Umbraco’s built-in features and community packages to build intuitive, efficient, and friendly experiences for content editors. **Markus Johansson - Extending Umbraco like a Swede** In this talk, Markus will share his learnings from over 15 years of extending Umbraco. We’ll get a brief overview of the possibilities introduced with the new backoffice “Bellissima”. He’ll also give us tips and tricks that is useful both when extending Umbraco for a specific project or publishing a package for the Umbraco Marketplace. There will also be food, drinks and some friendly socialising. What's not to like? 😄 Whether you are an Umbraco novice or a seasoned developer, this is your chance to meet like-minded people to talk about our favourite friendly CMS! No matter what your role is there will be something to learn and your chance to meet other members of the Umbraco community from Kent and the surrounding areas. Venue The meetup will be at Dragon Coworking in Rochester (7-8 New Road Avenue, St George's Hotel, Rochester, ME4 6BB), a short walk from Chatham train station and with free on-site parking. If you wish to use the car park, please access via Gundulph Road, Rochester, ME4 4ED. You can then use the steps between buildings to access the entrance. If the car park is full there is on road parking available, but please check the parking restrictions. On arrival, please make your way to St George's Hotel reception (where you access Dragon Coworking) and one of the organisers will come and collect you. **Please note: Do not bring bananas, nuts or pineapple into the coworking space as there are members with allergies.**

HELLO HELLO!! We'll be at the The Sun on * THIS MONDAY *! 🥳 🌟 We'll have another WONDERFUL model for you this evening! *ALL LEVELS WELCOME!* ¸¸.•*¨*•♫¸¸.•*¨*•♫¸¸.•*¨*•♫¸¸.•*¨*•♫¸¸.•*¨*•♫¸¸.•*¨*•♫¸¸.•\* Let's get together for some drawing and a glass of wine!! Camberwell Life Drawing is a group for anyone that want to spend a lovely and chilled evening creating some art in a relaxed, friendly and bohemian atmosphere. Untutored life drawing classes, every Monday evening in Camberwell at The Sun of Camberwell (on Coldharbour Lane) from 7pm to 9pm. https://secure.meetupstatic.com/photos/event/a/5/8/a/event_464082378.jpeg **£14 per session** (Cash or Card) *Some materials will be provided but please feel free to bring your own too!* RSVP or drop-in on the night Latecomers are very welcome, too. * **WE HAVE LIMITED SPACE SO COME EARLY TO AVOID DISAPPOINTMENT\*** ***WHY US?*** * Untutored * Cozy room with beautiful lighting and Bohemian looking venue * Relaxed, friendly atmosphere and cool people! * All abilities welcome!! Don't be shy!! * A glass of wine/beer for the interval & pub for a post-session wind down chat and possibly another drink. * Background soft music Like us on Facebook for more informations! https://www.facebook.com/camberwellifedrawing

**Life Drawing Sessions – Mondays \| 7:30–9:30pm** **Every 1st and 3rd of the month at Leytonstone Social Club (Ex-servicemen’s Club)** E.G 4/05 & 18/05 1/06 & 15/06 6/07 & 20/07 etc. Let’s welcome back one of our most loved models — Claudio. Known for his elegance, natural flirtatious charm, and captivating stage presence, Claudio brings something truly special to every session. With a strong background as a professional dancer, he has an incredible understanding of movement, posture, balance, and body lines, creating visually striking poses with effortless fluidity. Whether you enjoy quick gestural sketches or detailed studies, we arrange to facilitate both: timing: 3x3min, 3x5min, 12min, 15min 12min break 45min **What’s included:** • Drawing materials and paper • A calm atmosphere with background music • Optional guidance and support • A different model each session • A welcoming, sociable vibe **Price: £15 per session** You can pay cash or via this PayPal link: * http//[paypal.me/CreativeLifeDrawing](http://paypal.me/CreativeLifeDrawing) * enter £15 * use your name and the session date as reference * choose”pay friends and family members” You can also book via this meet up- site but it will add additional transaction fees.approx.£2.40 If you prefer a different weekday and timing for your poses Find out about our Wednesday session here we run also in Leytonstone weekly at -THE OLD CROWN \*\*[https://www.meetup.com/leytonstone-life-drawing/**](https://www.meetup.com/leytonstone-life-drawing/**) Join our friendly and relaxed life drawing group for an evening of creativity and connection. Whether you’re a total beginner or an experienced artist, all levels are welcome! With a longer pose at the end of each session, it is perfect for practicing detailed drawing, shading techniques, anatomical accuracy, or simply sketching from different viewpoints. Each session features a different professional model. **Any questions?** Feel free to get in touch: Jennifer Wolf CreativeLifeDrawing [j_wolfmail@yahoo.com](mailto:j_wolfmail@yahoo.com)

​Current London kicks off Tuesday. Come have a drink with us Monday night at Bokan 39 in Canary Wharf. ​Factor House, NetApp Instaclustr, and StreamNative are hosting a rooftop happy hour in Canary Wharf the evening before the conference. No talks, no agenda, just drinks, food, and good conversation with people from across the Kafka and Flink ecosystem. ​It's a good way to put faces to names before the conference week gets busy. Food and drinks are on us. Space is limited so grab a spot early. [Register](https://luma.com/48be5cgu) to join us!

**The Talbot Room at the George Inn** The George provides the room free of charge (they are awesome), and we encourage you to purchase drinks (and food – the burgers are great!). As it’s a pub and not a picnic area, please don’t consume your own food and drink there. We usually meet in the Talbot room which is on the top floor on the left hand side of the pub as viewed from the courtyard. If lost please send a message here shortly before the meeting starts. **We are sorry to say that there is no step-free access to the Talbot room, and it is at the end of three flights of stairs.** **Format** We start at 7pm and run until 9pm. We hear approximately six readings of 10 minutes (\~2000 words), then discuss the piece for 10 minutes. Email your work to: london60transmitter@emailitin.com as an attachment (It must be an attachment). A link for access to googledocs will be given at the start of each session to enable people to read along, which in turn enables more considered feedback. Work submitted will be automatically deleted after 10 days. We decide on readers/pieces at the beginning of each session. **Safe and respectful space** The group is run by volunteers, and we don’t have the capacity to read submitted work in advance. If there is anything in your work that might distress or disturb some readers, for example concerning any kind of abuse, please give a trigger warning before you read. Be specific and concise. If it becomes apparent during a reading that a piece is inappropriate, the moderator will stop the reading. In discussing others’ work, please be mindful of how you express yourself and do not use discriminatory language, even if such language features in the piece.

The Data Science Speakers Club is a Toastmasters International club enabling the current and next generation of Data Scientists to improve their Public Speaking Skills. This is a HYBRID Meeting! So join us Online via ZOOM or In-Person. Joining the Data Science Speakers Club means joining a supportive environment to build your confidence in public speaking and to practice speaking in front of an audience. You will also gain the opportunity to receive feedback on your speeches in a friendly environment, including what you have done well and guidance on the areas you can improve upon. We also run a mentorship program where an experienced mentor supports you on your public speaking journey. Meeting Theme: **TBC** Tentative Schedule: 18:30 - President's welcome 18:40 - Prepared Speeches (3 prepared speeches with evaluation) 19:25 - Guest introduction 19:30 - Break 19:40 - Table Topic 20:30 - Wrap up, awards, announcements End of Meeting The theme is to do with exploring various aspects of power, including how it is distributed, challenged, and transformed in different contexts. In the first part, there will be speeches. In the second half, we will have impromptu speeches preparation in groups called Table topics where guests can participate. We meet on the 1st, 3rd, and 5th Mondays of each month from 6:30 pm online. Each meeting is a mixture of prepared speeches by our members, speaking roles, and impromptu speaking challenges by members and guests. Our meetings are free to attend and you only have to speak if you want to. For in-person attendance, snacks will be provided. Entrepreneurs, Innovators, and Mathematical and Logical Thinkers aiming to focus on their communication and leadership development are always welcome to attend our meetings, to increase their self-confidence, become better speakers, and become better leaders. TEAMS LINK: [https://teams.microsoft.com/meet/381175383292654?p=jofxsWfPNxnUvqQ9as](https://www.google.com/url?q=https://teams.microsoft.com/meet/381175383292654?p%3DjofxsWfPNxnUvqQ9as&sa=D&source=calendar&usd=2&usg=AOvVaw0hqs-5F6o63VU1Sd4Lr5Jo) FACEBOOK: [https://www.facebook.com/datasciencespk/](https://www.facebook.com/datasciencespk/) LINKEDIN: [https://www.linkedin.com/company/data-science-speakers-club](https://www.linkedin.com/company/data-science-speakers-club) TWITTER: [https://twitter.com/datasciencespk](https://twitter.com/datasciencespk) INSTAGRAM: [https://www.instagram.com/datasciencespk/](https://www.instagram.com/datasciencespk/)

# Software Engineering Through Continuous Crisis: What AI Changes and What It Doesn't Join us for an exclusive Innovators Guild event exploring how AI is reshaping engineering, software development, and the future of tech careers. This session features leaders from DataArt and Marketing Pot, sharing insights from 25+ years of technological disruption. 🔗 RSVP: https://luma.com/v6yum32a 🔍 What You’ll Learn * How AI is changing the role of engineers * What “AI‑assisted development” and “vibe coding” actually mean * How delivery models are evolving in the AI era * Why software economics may shift dramatically in the next 5 years * How AI is disrupting marketing across industries * Which skills will matter most for future tech careers 🎤 Speakers **Dmitry Bagrov** — UK Managing Director, **DataArt** Bringing experience leading through the dot‑com crash, 2008 crisis, COVID, and now the generative AI wave. **Alina Zaiets** — Founder, **Marketing Pot** Former DataArt marketer, now advising B2B SaaS brands on AI‑driven marketing. 🤝 Who Should Attend Software engineers AI practitioners Tech leaders Product managers Founders Anyone curious about how AI is transforming the tech industry **📅 Event Details** 📆 19 May 2026 🕡 6:30 PM (arrival from 6:00 PM) 📍 Landmark Office, Monument (Exact address shared upon RSVP)

There are many resources available for guidance on how to write code that is efficient and results in more sustainable software applications, but applying these at scale can be challenging, and often isn’t a priority for busy teams. GitHub have recently released Agentic Workflows, a way of specifying automation tasks in human-readable format to be performed by an AI agent as part of a GitHub Actions workflow. In this talk, Max Mizzi from GitHub's Sustainability team gives an overview of Agentic Workflows, and will demonstrate how they can be used to improve software efficiency through both structured green software rules and autonomous performance engineering. He'll finish by walking through a real-world use-case showing how the technology helped to dramatically reduce the energy consumption - and carbon footprint - of a major website. Come along if you want to learn more about using AI to improve the energy efficiency of your software. Check out the Green Software Brighton [website](https://greensoftwarebrighton.co.uk/) for links to previous talks. Arrive from 18:00 for pizza and drinks. Event will start at 18:30. We always head for a drink and a chat locally afterwards too. --- ***Thank you to Runway East for use of their space to host our events and to Silicon Brighton and the Green Software Foundation for supporting us.***

**AI is becoming part of many documentation workflows, but how do you turn that into a clear, repeatable strategy?** At this month’s meetup, we’ll focus on how to build an AI docs strategy by identifying gaps in your current approach, creating practical playbooks, and using automation to support consistent, scalable documentation. In this session, [Maddy Onyehara](https://www.linkedin.com/in/maddalena-o-bb2372020) (Technical Writer, Cloudflare), [Jun Lee](https://www.linkedin.com/in/junlee98?utm_source=share_via&utm_content=profile&utm_medium=member_ios) (Senior Technical Writer, Cloudflare), and [Anita Achu](https://www.linkedin.com/in/anita-achu?utm_source=share_via&utm_content=profile&utm_medium=member_ios) (Technical Writer, Upsun) will walk through how to approach AI in documentation in a structured way. This includes spotting where current workflows fall short, designing playbooks teams can rely on, and introducing automation that improves quality without adding unnecessary complexity. 🔔 **Note** Please note: spaces are limited, so please RSVP only if you’re able to attend and free up your spot if your plans change. 🗒️ **Agenda** **When**: Thursday, 21 May, from 6:00pm **Where**: The Gallery @ [The Corner](https://maps.app.goo.gl/xegvGx3qA9ysEgvA6) (42 Adler Street, E1 1EE) **What**: **18:00 - 18:30** Arrival **18:30 - 18:40** Welcome & Housekeeping **18:40 - 19:00** Presentation from our sponsor, [Document360](https://document360.com/) **19:00 - 19:50** Session: Build Your AI Docs Strategy **19:50 - 20:00** Q&A **20:00 - 21:00** Networking All times are approximate. **📍 How to find us** Enter the hotel, turn right, and pass the bar to find The Gallery meeting room. Look for WTD signs and friendly organisers. **📸 Photos** Please note that organisers may take photos during the event for the Write the Docs London community.

Join us for discussions about what’s happening in the world of XP, UX and software engineering in general. **What to expect:** Lively discussion amongst a diverse group of members within a friendly and safe space. New members welcome, the only thing we ask is that you care about software engineering and are happy to offer an opinion or two. **When and where:** Expect people to start arriving from 5.30pm UK. The meetup will officially run until \~8.30pm UK (but you won't be kicked out!) Upstairs at The City Pride, 28 Farringdon Ln, London EC1R 3AN (5 min walk from Farringdon station) This venue is not wheel-chair accessible, sadly. **Agenda:** 5.30pm Soft start - everyone mingling 6.00pm 15 mins for lightning talks 6.15pm Topic Proposals 6.25pm Voting on topics 6.30pm First session - break out into groups, discussions happen 7.00pm Come back together, summarise any a-has 7.15pm Second session - break out into groups, discuss more 7.45pm Come back together again, share a-has 8.00pm Wrap up, then either farewell, or carry on talking If you have been to XTC at the City Pride before, you may be familiar with the excellent pizzas there. We no longer have a budget to buy them for the group, but participants should feel very free to order for themselves. *** About XTC The eXtreme Tuesday Club (XTC) is London's oldest agile meetup, and has been meeting since 1999. Initially the meetup was focused on discussing Extreme Programming (XP), but it has expanded to include anything XP, agile, lean, or the larger context in which we do software development activities. We welcome all software development newbies, practitioners, and experts to discuss topics of interest over drinks. Follow @extremetuesday (https://twitter.com/extremetuesday) on Twitter for announcements and updates, or use the hashtag #XTCLondon (https://twitter.com/hashtag/XTCLondon) to find and share insights.

Chloë is a wonderful new model for our group! The session is held in the TRA Community Hall, Ground Floor, Simla House, Weston Street, SE1 3RL. All abilities are welcome to draw and meet likeminded people. Two hours of active dynamic poses from 2 to 25 minutes. £12.00 for the session. The group is run on a drop-in basis. Pay on the night. Cash or card. Artists are advised to bring their own materials although a small amount will be available for emergency use. I think that is everything but message me if you have any queries. Kind regards, Cliff

## Details Welcome to the DevSecOps London Gathering March Event on Wednesday 20 May. Along with our amazing talks we bring you the usual conversations, pizza and beer! **Location:** * 📍 **Venue:** Veracode, 36 Queen Street London, EC4R 1BN * 📅 **Date**: Wednesday, 20 May 2026 * 🕕 **Time**: 6:00 PM – 8:00 PM ## Talk 1 - James Bevan **Abstract:** DevSecOps teams scan everything except the system governing their processes: Jira itself. When Jira configuration drifts, controls fail silently - workflows skip security gates, permissions grant unintended access, required fields disappear. This session demonstrates how configuration drift creates security gaps and shows live detection across workflows, permissions, and automation. With agentic AI now modifying Jira configs, continuous monitoring of your control plane isn't optional. **Speaker Bio**: James is co-founder and CRO at Solcoro, building a platform that gives Enterprises and Atlassian Solution Partners real visibility into Jira Cloud environments. Alongside Solcoro, he also runs CROquet - a UK-based GTM consulting business. He takes on a small number of advisory and project engagements, focused on incentive design and revenue architecture. This combination lets him apply GTM theory in practice, both inside a SaaS business and across client environments. ## Talk 2 - Derrisa Tuscano **Abstract** The widespread deployment of Generative AI has introduced novel security incidents ranging from prompt injection and data exfiltration to misinformation cascades that traditional incident response frameworks are ill equipped to handle. This talk introduces a Practical Incident Response Framework for Generative AI Systems designed to bridge established cybersecurity standards with emerging AI assurance principles. I will discuss a response centric taxonomy that identifies six recurrent incident archetypes and presents a structured playbook aligned with NIST SP 800 61r3, NIST AI 600 1, MITRE ATLAS, and the OWASP LLM Top 10. Attendees will learn how to reduce the cognitive load on security teams during non deterministic AI failures by using tailored runbooks, RACI matrices, and Swimlane diagrams. Ultimately, the session will demonstrate how organizations can adapt traditional response models to operationalize AI incident response effectively. **Speaker Bio:** Derrisa Tuscano is a Cybersecurity postgraduate from the University of Warwick and a published researcher in Generative AI incident response. Her professional background includes leading numerous end to end project life cycles for Applied AI solutions at Quantiphi Analytics Solutions, where she specialized in architecting virtual agents within Google Cloud environments. Derrisa has been recognized with the WMG Excellence Scholarship and the Warwick Award for her commitment to skills development. Her work focuses on bridging the gap between enterprise cloud delivery and robust cyber risk management to ensure secure and compliant AI implementation. ##

**📣**AI didn’t just change how we build products, it exposed the cracks in how we design, ship, and make decisions. **This meetup brings together three perspectives on the real challenges of AI products:** getting users to use them effectively, managing unpredictability and trust, and rethinking product strategy when execution is no longer the constraint. Together, these talks shift the focus from technology to judgment, design, and product thinking. \#\# Agenda: **18:00** \- Gather & Mingle\. **18:30** \- Opening remarks\. **18:40** -"**Shipping AI features isn’t enough**" by Ellie Jacobs, Product Director LTX @ Lightricks **19:00** - **"Shipping Products That Are Almost Right"** by Meital Kochawi Levin, Senior Product Manager @ Bringg **19:20** - **"Product Strategy in the AI Era"** by Hadas Sheinfeld, VP Product @ ProductX.biz **19:40** \- Networking & Mingle Time **20:00**\- Close 🗣️First talk by **Elli Jacobs** **"Shipping AI features isn’t enough"** Users often fail to get value from AI-based features, because they don’t use them “correctly.” This talk explores the hidden gap between capability and usage, and how product teams can design experiences that guide users toward better outcomes without adding friction or requiring education. It’s about turning AI from something impressive into something reliably useful. 🗣️ Second talk by **Meital Kochawi Levin** **"Shipping Products That Are Almost Right"** Long before LLMs, non-deterministic systems forced teams to grapple with unpredictability, trust, and imperfect outcomes. This talk distills hard-earned lessons into a practical framework for building and managing such products—defining where accuracy matters, designing for failure, and turning users into active contributors to improvement. It offers a grounded approach to making “unreliable” systems feel dependable. 🗣️ Third talk by **Hadas Sheinfeld** **"Product Strategy in the AI Era"** AI hasn’t changed the essence of product strategy, but it has removed many of the constraints that once shaped it. As execution becomes easier, the real challenge shifts to prioritization, judgment, and building long-term advantage. This talk redefines how to think about strategy in a world where speed is no longer a differentiator, and exposes the gap between teams that truly have a strategy and those that never did. \#\# Audience: * CPO * VPs * Head of Product * Product Director * Product Pros 👉 Join us for an insightful and inspiring meetup packed with practical takeaways. \* The number of seats is limited , so do hurry up and book yours. \*\* Prior to the meetup, you will receive an email containing a QR code, which you will be required to present upon entry to the event. \*\*\*We’re aware of the Tube strikes in London next week, but fortunately, from Wednesday afternoon through Thursday, train services are expected to operate as usual, so there should be no difficulty getting to the meetup.

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

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

**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** TBD **YouTube Link** TBD

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

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\.

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.

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.