Software Architecture
Meet other local people interested in Software Architecture: share experiences, inspire and encourage each other! Join a Software Architecture group.
5,239
members
7
groups
Largest Software Architecture groups
Newest Software Architecture groups
Frequently Asked Questions
Yes! Check out software architecture events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the software architecture events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find software architecture events near your location here. Connect with your local community and discover events within your area.
Software Architecture Events Today
Join in-person Software Architecture events happening right now
The Last Mile of Data: Bridging the Gap Between Warehouse and Business
**Hosted by Intercom’s Paul Vickers and Patrick Lindstrom**
Join us at the Intercom Dublin office for an evening focused on the "Last Mile" of data engineering—turning solid infrastructure into immediate business value.
Over the last two years, Intercom migrated to Snowflake and rebuilt our data foundations from the ground up, creating a trusted, high-quality layer of core data models. But we realized that great data is only useful if people can actually use it.
In this session, the Intercom Data team will share how we are moving up the value chain—going beyond static dashboards to build intelligent, interactive tools that empower our GTM teams.
**The Agenda:**
**Breaking the SQL Barrier: Scaling Insights with Claude & Snowflake**
Even with perfect data models, the "SQL Wall" often forces business leaders to wait in a queue for answers. We’ll demonstrate how we used Claude Code and Snowflake MCPs to remove this bottleneck, allowing non-technical users to query our Data Warehouse directly and create sharable artifacts of their analysis. See how we combined strict governance with an AI interface to turn "data tickets" into instant, self-serve answers.
**From Insight to Action: Building 'Cockpit' on Snowflake Container Services**
While chat enables exploration, some workflows require action. We will pull back the curtain on Cockpit, a full-stack application built by our Data Science team to help Relationship Managers optimize customer outcomes. Learn how we used AI-assisted coding ("vibe coding") to build the app and Snowpark Container Services to deploy it—proving that Data teams can build powerful software, not just reports.
**From Idea to Real-Time Fraud Detection in Snowflake ML**
In this session we’ll build a real-time fraud detection service end-to-end inside Snowflake. Starting from a natural language idea, we’ll use AI-assisted development to generate synthetic transaction data, explore patterns, and train an ML fraud model with Snowflake ML. We’ll then deploy it to Snowpark Container Services and expose a low-latency REST endpoint for live transaction scoring. You’ll leave with a practical pattern you can reuse for other real-time ML use cases such as credit risk scoring, real-time recommendations, or anomaly detection on operational data in Snowflake.
**Location**
Intercom office (near Stephens Green)
**Event Schedule**
* 6:00 PM: Networking with pizza and drinks
* 6:30 PM: Breaking the SQL Barrier: Scaling Insights with Claude & Snowflake, Intercom
* 7 pm From Insight to Action: Building 'Cockpit' on Snowflake Container Services, Intercom
* 7.30 pm 10 minute break
* 7.40 pm From Idea to Real-Time Fraud Detection in Snowflake ML, Max Zito, Snowflake
* 8.10 pm Chats with drinks
* From 9 pm More chats in a nearby pub
Dataviz Workshop for Dublin Tech Week
As part of Dublin Tech Week you are invited to a special edition of Dublin Dataviz!
Instead of our usual speaker events, this evening will be a data visualisation workshop - a chance to get your hands dirty and get visualising some Irish data! No prior experience of any data visualisation software or coding is required.
As places for this workshop are limited, we are charging a small fee of €5 to secure your spot - this will all be spent on pizzas on the night.
Join us for what will be a great evening - with the inevitable pints in Arthur's bar afterwards.
Team’26 Dublin Recap + Agentic AI, Atlassian & the Future of Work
### Highlights of Team’26 Anaheim + Special Guests
As the excitement from Atlassian Team’26 in Anaheim, USA continues, we’re thrilled to invite you to a special in-person session in Dublin on May 27th, where Atlassian Community Champions and special guests will share the latest announcements, strategic insights, and real-world experiences directly from the event floor. This evening will go beyond product updates. We’ll explore how Agentic AI is already transforming the way engineering organisations operate, collaborate, build, and deliver software — moving from isolated AI chats to entirely new AI-native ways of working.
**Event Details:**
* Date: May 27, 2026
* Time: 5:30 PM – 8:30 PM
* Location: 1 O'Connell Street Lower, North City, Dublin, D01 TX31, Ireland
* Venue: TCube
**🔥 Why You Should Attend:**
This session is an opportunity to experience the key takeaways from Team’26 Anaheim without leaving Dublin. Whether you’re a CTO, engineering manager, architect, DevOps lead, Jira administrator, or technology leader exploring the future of AI-enabled organisations, this event will provide practical insights into how companies are adapting their workflows, teams, and delivery models around AI. We’ll discuss not only what Atlassian announced, but also what is already changing inside modern software organisations today.
**Event Highlights:**
* **“Team’26 Anaheim Updates”** – Rajeswari Pandyaram
Key announcements, product direction, and strategic takeaways that will shape how teams work in the coming year.
* **“Above the AI line”** – Natalia Yadav
Every agentic tool touching your Atlassian estate is already reshaping human work. Below the line: discovery, analysis, draft comms, routine triage. Above it: judgement, governance, negotiation. Drawing on 15 years inside enterprise environments, from public sector cleanups to financial-services demand programmes, Natalia Yadav, CTO at VMotion IT Solutions, shares real field stories and a practical career compass for staying above that line. Student, engineer, CTO, or partner — the direction is the same..
* **“Agentic AI, Atlassian & the Future of Engineering Work”** – Frank Lapa
A practical discussion on how the Agentic AI era is transforming software organisations, reshaping engineering workflows, accelerating delivery, and creating new AI-native ways of working using tools such as Atlassian, Rovo Dev, Cursor, Claude, ChatGPT, Figma Make, Cloud, and modern DevOps automation.
**Key Speakers:**
* Rajeswari Pandyaram – Atlassian Community Champion
* Natalia Yadav - CTO at VMotion
* Frank Lapa – Atlassian Community Champion
**What to Expect:**
* Welcoming Atmosphere: Designed to be inclusive and friendly, the event invites both newcomers and long-time Atlassian users to connect, learn, and share experiences.
* Interactive Discussions: Expect engaging talks and opportunities to exchange insights with other professionals in the Atlassian ecosystem.
* Exclusive Gifts & Treats: Attendees will receive The Atlassian DevOps Toolchain Cookbook and other official Team’25 merchandise while enjoying food, drinks, and surprises.
**Why Your Participation Matters:**
The Atlassian Community thrives on collaboration and shared learning. By attending, you’re not only staying ahead of the latest innovations but also contributing to a stronger local network of experts and practitioners helping shape the future of teamwork.
**Reserve Your Spot:**
This event is free, but spaces are limited! Reserve your ticket today and join us for an evening of innovation, inspiration, and community in Dublin.
We can’t wait to bring the spirit of Team’26 Europe home to Dublin — see you there! 🎉
Team’26 Dublin Recap + Agentic AI, Atlassian & the Future of Work
Highlights of Team’26 Anaheim + Special Guests
As the excitement from Atlassian Team’26 in Anaheim, USA continues, we’re thrilled to invite you to a special in-person session in Dublin on May 27th, where Atlassian Community Champions and special guests will share the latest announcements, strategic insights, and real-world experiences directly from the event floor. This evening will go beyond product updates. We’ll explore how Agentic AI is already transforming the way engineering organisations operate, collaborate, build, and deliver software — moving from isolated AI chats to entirely new AI-native ways of working.
Event Details:
Date: May 27, 2026
Time: 5:30 PM – 8:30 PM
Location: 1 O'Connell Street Lower, North City, Dublin, D01 TX31, Ireland
Venue: TCube
🔥 Why You Should Attend:
This session is an opportunity to experience the key takeaways from Team’26 Anaheim without leaving Dublin. Whether you’re a CTO, engineering manager, architect, DevOps lead, Jira administrator, or technology leader exploring the future of AI-enabled organisations, this event will provide practical insights into how companies are adapting their workflows, teams, and delivery models around AI. We’ll discuss not only what Atlassian announced, but also what is already changing inside modern software organisations today.
Event Highlights:
“Team’26 Anaheim Updates” – Rajeswari Pandyaram
Key announcements, product direction, and strategic takeaways that will shape how teams work in the coming year.
“Above the AI line” – Natalia Yadav
Every agentic tool touching your Atlassian estate is already reshaping human work. Below the line: discovery, analysis, draft comms, routine triage. Above it: judgement, governance, negotiation. Drawing on 15 years inside enterprise environments, from public sector cleanups to financial-services demand programmes, Natalia Yadav, CTO at VMotion IT Solutions, shares real field stories and a practical career compass for staying above that line. Student, engineer, CTO, or partner — the direction is the same..
“Agentic AI, Atlassian & the Future of Engineering Work” – Frank Lapa
A practical discussion on how the Agentic AI era is transforming software organisations, reshaping engineering workflows, accelerating delivery, and creating new AI-native ways of working using tools such as Atlassian, Rovo Dev, Cursor, Claude, ChatGPT, Figma Make, Cloud, and modern DevOps automation.
Key Speakers:
Rajeswari Pandyaram – Atlassian Community Champion
VMpotion – Special Guest Speaker
Frank Lapa – Atlassian Community Champion
What to Expect:
Welcoming Atmosphere: Designed to be inclusive and friendly, the event invites both newcomers and long-time Atlassian users to connect, learn, and share experiences.
Interactive Discussions: Expect engaging talks and opportunities to exchange insights with other professionals in the Atlassian ecosystem.
Exclusive Gifts & Treats: Attendees will receive The Atlassian DevOps Toolchain Cookbook and other official Team’25 merchandise while enjoying food, drinks, and surprises.
Why Your Participation Matters:
The Atlassian Community thrives on collaboration and shared learning. By attending, you’re not only staying ahead of the latest innovations but also contributing to a stronger local network of experts and practitioners helping shape the future of teamwork.
Reserve Your Spot:
This event is free, but spaces are limited! Reserve your ticket today and join us for an evening of innovation, inspiration, and community in Dublin.
We can’t wait to bring the spirit of Team’26 Europe home to Dublin — see you there! 🎉
Agenda
---
Speakers
Rajeswari Pandyaram - VMotion IT Solutions (Atlasssian Senior Consultant)
https://www.linkedin.com/in/rajeswari-p-ba14557/;
Experienced Consultant with a demonstrated history of working in the information technology and services industry. Skilled in Atlassian Suite implementation, Test Automation, System Integration Testing and Software Testing. Strong consulting professional graduated fro…
Elvis Frank Canchari Lapa - cprime (Atlassian Community Champion)
Hey there! 👋 I'm a seasoned Platform & DevOps Lead Engineer with a deep passion for designing and implementing cutting-edge technology solutions. Over the past decade, I've mastered the art of leading projects from inception to completion, specializing in migrations, new implementations, and integrations across various cloud environments. My expertise in Infrastructure as Code (IaC) using …
Hosted By
Frank Lapa, Community Leader
Rajeswari Pandyaram, Community Leader
---
Global Partner
Atlassian (http://atlassian.com)
Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality.
Partners
VMotion IT Solutions (https://vmotionitsolutions.com/)
Established in 2010, VMotion IT Solutions is a leading information technology services and consulting company based in Limerick, Ireland. We are authorized Atlassian, Acronis, Citrix, VMware, Microsoft, eFront, and TalentLMS partners. Our data centres are located in Ireland, Europe and the US. We primarily provides managed IT solutions and services to businesses. Our clients include financial, banking, information technology, telecommunications, and healthcare organisations.
VMotion IT Solution
WiQU LTD (https://wiqu.atlassian.net/servicedesk/customer/portal/6/create/124)
At WiQU, our warm yet professional team of Atlassian Migration experts is dedicated to providing exceptional customer service, unwavering support, and continuous innovation. We work closely with clients to understand their needs and challenges, crafting tailored, practical, and effective solutions that help businesses excel and outpace the competition. Our skilled team, adept in both business processes and technology, has rapidly positioned WiQU as a trusted partner for businesses of all sizes
---
For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries.
---
Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-dublin-presents-team26-dublin-recap-agentic-ai-atlassian-amp-the-future-of-work/.
Dub|Sec May 2026 Social
The next Dub\|Sec meetup will take place in the Wexford Room of the Camden Court Hotel on May 27\, 2026\.
We'll be there from 6.30pm. Our first speaker will start at around 7pm.
**19:00 - Talk 1: The Invisible Thread: From Retail Data Breaches to Phone Scams.** by Vadym Melnychenko
How “Zombie Systems” in local shops become digital back-doors, why this is happening, and what a more secure “Retail Fortress” approach looks like.
**19:30 - Talk 2: Securing Originality - how do we protect the quality and authenticity of human thinking** by Kalyani Korpe
As universities are scrambling to respond to GenAI use and students pushing back, how are organisations protecting human thinking. Original thinking is an asset that needs governance, the same way we govern systems and data.
If you would like to speak at this event or at any future Dub\|Sec\, please email us at [info@dubsec.ie](http://info@dubsec.ie/)!
Join us for some drinks, food and general chat about infosec. Everyone is welcome whether you’re a pro, an amateur or just curious about the field!
SOCIAL LANGUAGE EXCHANGE
***[Save 50% getting a ticket in advance (only first 20 people)](https://www.eventbrite.ie/e/social-language-exchange-tickets-1985534555304?discount=EarlyBirdsMeetup&keep_tld=true)***
**✨ Dynamic Conversations**
Enjoy small-group conversations (2–3 people per table) at dedicated language tables.
There will always be **English-only tables**, and every attendee rotates through these tables during the **first and last rotation**.
**🏷️ Language Stickers on Arrival**
As soon as you arrive, you’ll receive:
• **Native language stickers** (with flags + “native”)
• **Practicing language stickers** (with flags + “practicing”)
You may choose multiple practicing languages. These stickers help you join the right tables and connect with people who match your goals.
**🔄 Rotations Every 30 Minutes**
Every 30 minutes, the organizer rearranges groups based on preferred languages.
We aim for **bilingual tables**, ideally with at least one native or advanced speaker.
If no native speakers are available, we can still create a table as long as **two people want to practice the same language**.
**🌍 Popular Languages**
English, Spanish, French, German, Portuguese, Italian, and any other language requested by at least two attendees.
**📈 All Levels Welcome**
Beginner or advanced—everyone is welcome.
The only requirement is enthusiasm and willingness to communicate.
**🃏 Conversation Cards + Complimentary Fries**
Need inspiration? Conversation cards are available at every table.
Enjoy complimentary **fries around 8:00 PM**.
**💸 Pay-as-you-go (Cash / Card)**
• €6 General Admission
• €5 Students
• €4 per person when you bring friends
**⭐ Loyalty Card (Automatically Activated)**
Attend **4 Language Exchanges or International Meetups**, and your **5th event is FREE**.
**💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)**
**🟡 Regular Membership (€12/mo)**
✔ Free: Singles, Language Exchange, International Meetup
✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge
✔ Extra perks
**🔵 Theme Membership (€15/mo)**
✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge
✔ –50%: Singles, Language Exchange, International Meetup
✔ Extra Perks
**🟣 Complete Membership (€20/mo)**
✔ Free access to ALL events
✔ Extra Perks
**📱 Stay Connected**
🔗 **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar
💬 **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates
📘 **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights
📸 **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes
🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events
**🎉 Join Us!**
A fun, relaxed evening full of languages, new people, and confidence-building conversations.
**RSVP now! 🚀**
Dublin's Newest Language Exchange
Most language exchanges are built around **movement**. —fast rotations, brief chats, surface-level conversation.
New table. New person. Start again.
It feels productive. It isn’t.
Real conversations don’t happen in 10 minutes.
They start there. Then they get interesting.
At Flip Lingoes, **you stay.**
Same table. Same group. Enough time for real conversation and real connection, beyond the surface level.
Every 5 minutes, you switch roles: **fluent speaker ↔ learner**, not people.
Before you arrive, **[create a profile here](https://www.fliplingoes.com/language-exchange-dublin/)**[,](https://www.fliplingoes.com/language-exchange-dublin/) tell us what language you're learning.
This helps our **automated matching algorithm** put you in the right small group.
No awkward searching. No guesswork. Simply scan the QR code on arrival and it automatically matches you with fluent speakers of your target language.
We host events at Zanzibar Locke: calm, well-designed, easy to hear, easy to focus.
***
**Event Flow**
6:45–7:15 → Seamless check-in (QR code, get matched, sit down)
7:15–8:30 → Language Exchange (structured, focused)
8:30 → Optional social + snacks included
**Crispy chicken wings. Cheesy loaded nachos.** Straight from Zanzibar Locke’s kitchen. Perfect for chatting, relaxing, and refueling after a great language session.
**Entry:** €8 (tasty snacks included)
**Bundles:** 4 events €24 \| 10 events €50\, purchase [here](https://www.fliplingoes.com/language-exchange-dublin/?pricing_filter=in_person#bundles-section) in advance for express check in. Save time and money.
**Be generous and invite a friend for free:**
It's simple. Create a profile [here](https://www.fliplingoes.com/language-exchange-dublin/), log in, and click “**Invite Friend** to sign up.” It generates a link and you send that to them. Easy and your friend will thank you later ;)
If they register for the event before you, you both get free entry.🙌
\*P.S We ask if you consider to buy a drink at the bar upon arrival and support their venue and excellent hospitality in the heart of Dublin.
***
**Why Flip Lingoes works:**
* Go deeper: longer conversations at the same table
* Speak with the right people via automated matching
* Smooth, calm, focused environment
* Fun social finish
If you’re tired of restarting conversations and want to **actually speak beyond the greeting and small talk**, this is your place.
[Flip Lingoes](https://www.fliplingoes.com) is a new and innovative language exchange event, with a clear vision: **To upgrade language exchange events online and in cities around the world.** Currently in Dublin, Zurich and Online. **Can you guess our next city?**
**Flip into our world:**
**[On Instagram](https://www.instagram.com/fliplingoes/)**
**[Sign up to FlipLingoes.Com](https://www.fliplingoes.com/language-exchange-dublin/)**
***
Software Architecture Events This Week
Discover what is happening in the next few days
Tech Pro Ireland with Microsoft Consultant Keith Doolan
Are you a tech support engineer, IT manager or CTO and want to have a clear understanding of how Microsoft Intune scales out as more features are added or why Microsoft Endpoint's Identity & Access Management (IAM) controls is becoming more and more fundamental in security?
**Then this event is for you!**
Come join Stackand.Co at their monthly Tech Pro Ireland event with special guest, Keith Doolan, on the evening of Thursday 28th May.
Check out the talks and reserve your free seat here....
[https://ti.to/tech-pro-ireland/265-tech-pro-ireland](https://ti.to/tech-pro-ireland/265-tech-pro-ireland)
PlaceHolder that means no actual Speaker, No venue currently
Announcing:
Dublin-Information-Security-for-CISSP-practitioners meeting - this is called a PlaceHolder - we \~currently (Aug 2023) do not have a venue or speaker lined up.
Time slot is: last Thursday of the month.
We explore the usefulness of Secure deployment for cloud environments.
AI, Agents & NASA: An Evening with IBM Research
Welcome to an evening with IBM Research where we discuss AI, Agents, NASA and everything in between.
An event hosted by **IBM Research** \- PyData Ireland is excited to be a community partner\.
This is an inaugural **Open Source Science Dublin** meetup, where cutting-edge scientific research meets open-source technology, AI, and cloud-native infrastructure.
Expect **technical deep dives**, **cross-disciplinary conversations**, and (of course) **pizza** 🍕.
For this first event, we’re exploring one of the most exciting frontiers today: **agentic systems for scientific discovery**, and how autonomous and semi-autonomous AI systems are transforming the way research is conducted, validated, and scaled.
You’ll see real-world systems in action, hear from both applied and research perspectives, and walk away with a clearer picture of how agents are moving from hype to scientific infrastructure.
## **Talks**
**Accelerated Knowledge Discovery at NASA: Building an Agentic AI Research Companion**
* **Speaker:** James Barry, Staff Research Scientist, IBM Research
* **Description:** A practical look at NASA’s AKD platform: a chat-driven frontend orchestrating a multi-agent backend (planner + literature/data/code search) to turn questions into traceable, end-to-end scientific research—faster, more systematic, and with human oversight.
**Production-Ready AI Agents: Containerization, Sandboxes, and the LangChain Stack**
* **Speaker:** Fabio Lorenzi, Staff Research Scientist, IBM Research
* **Description:** Building secure, scalable AI agents for industrial time series analysis using isolated code execution, LangGraph for agent orchestration, and FastAPI for production deployment—bridging foundation models and real-world maintenance workflows.
**Science in the Agentic Era: Structured Experimentation with *ado***
* **Speaker:** Michael Johnston, STSM, Discovery Systems; Manager, Next Generation Systems, IBM Research
* **Description:** A research-first framework for agent-assisted discovery: *ado* encodes the problem space and experimental plan as schemas, enabling agents to propose and refine studies while keeping every run transparent, reproducible, and scientifically auditable.
Building Canvas Apps using AI & Bulk Operation in Dataverse
**Building Canvas Apps using AI with the MCP Plugin**
Build Canvas Apps with AI—without premium licenses or code-first tooling. The MCP plugin gives makers an approach. Join me to explore what it can (and can't) do.
**Andrew Taylor** works as Modern Workplace Development Manager with Copilot and Copilot Studio. He is a highly experienced software professional.
**Bulk Operation Messages in Dataverse**
This session explores how to efficiently work with bulk operation messages in Dataverse to process high-volume data scenarios. It focuses on leveraging messages such as bulk create, update, and delete, understanding their execution behaviour in the plugin pipeline, and designing plugins that can handle batched data safely and performantly.
**Khoa Nguyen** is a Microsoft MVP
Open Source Science: Agents in Science
**To attend - you must register here:** https://luma.com/x59liyrs
Join us for the inaugural **Open Source Science Dublin** meetup, where cutting-edge scientific research meets open-source technology, AI, and cloud-native infrastructure.
Expect technical deep dives, cross-disciplinary conversations, and (of course) pizza 🍕.
Talks:
* **Accelerated Knowledge Discovery at NASA: Building an Agentic AI Research Companion**
* **Production-Ready AI Agents: Containerization, Sandboxes, and the LangChain Stack**
* **Science in the Agentic Era: Structured Experimentation with ado**
We thank **PyData Ireland** and **Trinity College Dublin OSPO** for being our community partners for this event.
Lockpicking at Tog
Welcome to lockpicking at Tog.
Join us as we teach the various methods of picking and bypassing common locks in Ireland.
All equipment provided.
Warm clothes reccomended as the heating isnt the best.
Transformers in Pratice
If you’ve worked with LLMs, you’ve probably run into slow inference, out-of-memory errors, or hallucinations you couldn’t explain. There’s no shortage of resources on how transformers work, but most of them either ask you to build one from scratch or get lost in theory that doesn’t connect to the problems you’re actually facing.
Transformers in Practice is different.
We will give a complete practical view of how transformers work, from how they generate text to what’s happening inside the model to how it all gets optimized to run on real hardware. Interactive visualizations throughout let you see key concepts in action and build intuition that actually sticks.
Here’s what you’ll learn:
* **Model Behavior:** You’ll learn how LLMs generate text through an autoregressive loop, selecting one token at a time from a probability distribution. You’ll see how sampling parameters like temperature shape the output, why hallucinations happen, and how techniques like RAG, constrained generation, and chain-of-thought reasoning all work within this same loop.
* **Model Architecture and Attention:** You’ll look inside the transformer to understand what attention is really doing, how positional encoding tracks token order, and how multiple layers and attention heads work together to turn an input sequence into a next-token prediction.
* **Scaling and Deploying:** You’ll learn why GPUs are well-suited for transformer inference and where the real bottlenecks are. You’ll build practical intuition for quantization, KV caching, flash attention, and speculative decoding, including the tradeoffs each one introuces for cost, speed, and output quality.
The minimum fee is to pay the venue and avoid no show and make this group of people sustainable in the long term
Software Architecture Events Near You
Connect with your local Software Architecture community
Ensuring Software Quality in the world of AI Developers - Matt Eland
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod.
**YouTube Link**
https://youtube.com/live/BltmWMH1zG0?feature=share
QA or The Highway 2026
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\.
Christians in Tech - Meetup #36 @ Improving
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)
Cocoaheads
Come out to Improving for our monthly iOS and Mac meetings.
This Month's Presentation:
Nothing yet. (You should volunteer).
What is Cocoaheads (http://cocoaheads.org/)?
CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics.
What is BuckeyeCocoa (http://buckeyecocoa.org/)?
BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend.
Presentations!
Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website.
To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter.
Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
DoJo (Informal Python Meeting)
**Latest Dojo Location!**
**Knotty Pine Brewing**
1765 W 3rd Ave,
Columbus, OH 43212
We're going to try a new dojo location for a few weeks and see how it works
Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead.
We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community.
https://forms.gle/ehSfUAC2WgR34Crq9
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**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



























