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Frequently Asked Questions
Yes! Check out hybrid apps events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the hybrid apps events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find hybrid apps events near your location here. Connect with your local community and discover events within your area.
Hybrid Apps Events Today
Join in-person Hybrid Apps events happening right now
Kennisavond - Bomen in de stad en hun invloed op het microklimaat
**Hoe kunnen we onze steden koel genoeg houden nu ze door klimaatverandering in de zomer steeds heter worden? Met deze vraag als uitgangspunt organiseert Meet je stad Utrecht op maandag 15 juni een kennisavond in bibliotheek Neude over de rol van bomen bij het beperken van stedelijke hittestress.**
### De rol van bomen in de klimaatbestendige stad
Onderzoeker dr. Daniela Maiullari van de TU Delft vertelt maandagavond 15 juni over de groeiende uitdaging van hittestress en legt uit hoe bomen in steden echt een verschil kunnen maken. Aan de hand van voorbeelden uit onderzoeksprojecten van de TU Delft behandelt ze monitoringtechnieken om stedelijke hitte te beoordelen en bespreekt ze de verkoelende werking van bomen.
Ook presenteert dr. Maiullari de nieuwste inzichten over hoe bomen functioneren in stedelijke omgevingen en hoe groene planningsstrategieën – zoals de 3-30-300-regel – kunnen helpen bij het verminderen van stedelijke hitte. De 3-30-300-regel gaat ervan uit dat elke bewoner vanuit zijn woning minstens drie volgroeide bomen kan zien, in een buurt woont met 30 procent boomkroonbedekking en binnen 300 meter toegang heeft tot een groene buitenruimte van een halve tot een hele hectare.
*Dr. Daniela Maiullari is universitair docent aan de TU Delft. In haar onderzoek richt zij zich op stedelijke micro-klimaten, energietransitie-strategieën en klimaatadaptief ontwerp, met een sterke nadruk op datagedreven methoden. Zij geeft haar presentatie in het Engels.*
### Uitbreiding onderzoek
Na de presentatie van Daniela Maiullari willen wij met de deelnemers in gesprek om te kijken of er behoefte is aan een aanvulling van het huidige burgerwetenschappelijke onderzoek naar een gezonde en klimaatbestendige stad. Tot nu toe verzamelt Meet je stad gegevens over temperatuur, luchtvochtigheid en fijnstofconcentraties. Zijn er andere gegevens die jullie belangrijk vinden? Over welke onderwerpen rond het klimaat in de stad maken mensen zich zorgen? En zijn er specifieke plekken waar mensen meetgegevens willen verzamelen? Aan de hand van de verzamelde onderwerpen gaan wij kijken hoe het onderzoek kan worden uitgebreid.
### Kom ook!
**Kennisavond Meet Je Stad Utrecht**
‘Meten, weten en groeien; bomen voor een weerbare stad’
* Maandag 15 juni 2026, 20:00 tot 21:30 uur (inloop vanaf 19:30 uur)
* Collegezaal bibliotheek Neude (Neude 11, 3512 AE Utrecht)
* Toegang is gratis, [wel even hier aanmelden](https://forms.cloud.microsoft/e/mJLZKqHEMN?origin=lprLink)
Meet je stad is onderdeel van Milieucentrum Utrecht en brengt via burgerwetenschap klimaatverandering in de stad in kaart, *[www.meetjestad.nl](http://www.meetjestad.nl/).*
Los Habladores! Conversación en Español en Utrecht
¡Fútbol, español y buena compañía! ⚽🇪🇸🇲🇽🇦🇷
Join Los Habladores at Longhorn Bar & Grill to watch a World Cup match with a Spanish-speaking twist.
This is a relaxed event for anyone who wants to watch the game, meet other Spanish learners/speakers, and practice a bit of Spanish along the way. You don’t need to be fluent or native — just dare to join and share!
Important: this event may not have an official Los Habladores host. But don’t worry: when you arrive, just tell the staff at the entrance that you are with **Los Habladores**. They will point you to the right table / Spanish-speaking corner where the group is gathering.
We never know exactly how many people will join, so please RSVP if you’re coming. That helps Longhorn prepare enough space for us.
📍 Location: Longhorn Bar & Grill, Utrecht
💸 Entry: Free
🍻 Food and drinks available at the bar
⚽ Match: Spain vs Cape Verde
🕒 Kick-off: 18:00
¡Nos vemos! Tot dan! 😃
Facebook Group:
[https://www.facebook.com/groups/habladores/](https://www.facebook.com/groups/habladores/)
Meetup Link:
[https://www.meetup.com/nl-NL/los-habladores/](https://www.meetup.com/nl-NL/los-habladores/)
Instagram page:
[https://www.instagram.com/los_habladores_utrecht/](https://www.instagram.com/los_habladores_utrecht/)
Los Habladores!
Microsoft Build Local Host Utrecht
This in-person event is built for developers and cloud engineers who want to design, build, and deploy real-world AI solutions on Azure. Expect a hands-on, implementation-focused experience using Microsoft Foundry and GitHub Copilot with live demos, guided labs, and practical developer workflows.
**Registration Link:**
[https://developer.microsoft.com/reactor/events/27256](https://developer.microsoft.com/reactor/events/27256)
**What to expect:**
* Key takeaways and announcements from Microsoft Build 2026
* Deep dive into Azure AI and Generative AI use cases
* Live demos with Microsoft Foundry and GitHub Copilot
* Hands-on labs to build and test AI-powered features end-to-end
* Best practices for building AI-powered applications
* Networking with the local AI developer community
Whether you're shipping your first AI feature or scaling production systems, this event is designed to give you actionable insights to accelerate your AI journey with Microsoft.
SonarQube: Ensuring Code Quality & Security
Clean code is essential for maintaining speed and reliability in software development. Poorly structured or inconsistent code introduces friction, slows teams down, and increases the risk of defects. This is where SonarQube comes in.
SonarQube is a platform that helps teams continuously inspect and improve code quality. It supports a wide range of languages, including Java, Python, and JavaScript, as well as Infrastructure-as-Code technologies like Terraform and Kubernetes Helm charts.
By analyzing your code, SonarQube identifies issues and presents them in a clear dashboard. These issues are categorized as Bugs, Vulnerabilities, and Code Smells, each with a defined severity. Behind the scenes, these findings are based on rules organized into language-specific quality profiles, which can be customized to match your organization’s standards.
SonarQube can also be integrated into your CI/CD pipeline, enforcing quality through Quality Gates.
In this talk, I’ll introduce the core concepts and explore advanced features that can help you get even more value from the platform.
**Program:**
· 17:00 \- 17:30 \| Walk\-in
· 17:30 \- 18:30 \| Diner
· 18:30 – 19:30 \| Talk
· 19:30 – 21:00 \| Borrel
**🗓️ Date**: Monday 15 juni 2026
**⏰ Time**: 17:00 - 21:00 uur
**📍 Location**: Nevelgaarde 20G, 3436 ZZ Nieuwegein
❗️**NOTE**: Our official name is PSG technauts. However, when you arrive at Nevelgaarde 20G, 3436 ZZ Nieuwegein, please follow the signs for **Open Web IT B.V.** This will guide you to the correct office.
Swimming lessons for adults | Beginners
If you are living in The Netherlands, by now, you may well have noticed the amount of open water. If you enjoy cycling in the city, you may wish to feel safer as you navigate the bridges and canals. And you may also want to get ready for visiting the beach, pools or the many lakes this summer.
Learning how to swim takes approx 1 year and it all starts with the very first lesson. New comers enroll via our website and pay € 30,50, this is the first lesson and a goody bag. After the class you agree with the personal swim coach how to continue to obtain your final objectives.
Enrolling is only possible via [www.your-personal-swim-coach.nl ](https://www.your-personal-swim-coach.nl/)hence a rvsp via meetup is not enough.
Monday Night - East - 54K
A great ride along the Vecht and Gein rivers. You will love this route.
Please ride single file along the winding river as there can be cars around each corner.
**Route:** https://connect.garmin.com/modern/course/441606271
GPX: https://drive.google.com/file/d/17-T_pT_GH3QKSFcH1WWgfArvxSdAkVzO/view?usp=sharing
**Afterwards:** Drinks at Polder
https://maps.app.goo.gl/tbt5DDG7YLU3uWvaA
**Rules:**
\- Download the route to your cycling computer so you can always find your way home
\- Make sure to arrive on time
\- Before you ride\, decide as a group how you want to ride: you can split up in a fast and a slow group or stay together\, but make sure to discuss what pace you are going to ride and whether you are going to wait if someone is slower than the group\, or not\.
Buitenspelen voor volwassene
Samen sporten, gewoon voor de fun, elke week een divers programma, met allerlei verschillende sporten. Je hoeft niet de beste te zijn, maar wel zin hebben om samen te spelen en te leren.
Tijdens een training doen we verschillende spelletjes, basketbal, voetbal. volleybal, spikebal, honkbal.
Kom je ook, de bal ligt bij jou!!
Eerste keer meedoen is altijd gratis, daarna kan je beslissen of dit voor jou is, of niet!! Dus kom een keer proberen.
Kan je niet op deze dag, we sporten ook op andere dagen nl
Zondag om 9:30 of
Maandag om 20:30
Stuur mij een berichtje als je op die dagen een keer wil proberen!
The amount of people rsvp'd to this game doesn't match the real number of people at the event, as Meetup is only used for promotion purposes.
Hybrid Apps Events This Week
Discover what is happening in the next few days
Das Ende der Code-Ära: Domain Modeling & Harness Engineering
**Um was geht es dieses mal?**
**Das Ende der Code-Ära: Warum Domain Modeling & Harness Engineering die wichtigsten Skills 2026 sind. - Benjamin Font Pera (codecentric)**
"Die Ära, in der Softwareentwicklung primär durch das Beherrschen von Programmiersprachen und Frameworks definiert wurde, ist vorbei. Wer 2026 noch versucht, über reine Syntax-Kenntnisse Wertschöpfung zu generieren, hat gegen agentische KI-Systeme bereits verloren. Die eigentliche Herausforderung hat sich nach links verschoben: in die präzise Definition von Problemen und die Konstruktion von Leitplanken.
In diesem Talk räume ich mit dem Mythos auf, dass KI uns das Denken abnimmt. Im Gegenteil: Die Verantwortung steigt. Ich stelle das Konzept des Harness Engineering vor – die Kunst, fachliche Anforderungen so in Test- und Evaluationsgerüste zu gießen, dass KI-Systeme darin verlässlich operieren können.
Als Agentic Coding Engineer und AI Coach zeige ich auf, warum Fachlichkeit zur wichtigsten technischen Fähigkeit wird. Wenn die KI Code generiert oder “halluziniert”, ist das tiefe Verständnis der Domäne das einzige verlässliche Werkzeug zur Qualitätssicherung.
Die Kernbotschaften:
Problem-Definition als Hard-Skill: Warum die Fähigkeit, komplexe Fachlichkeit präzise einzufangen, das neue „Clean Code” ist.
Harness Engineering statt Code-Fixing: Wie wir die Kontrolle behalten, indem wir das „Harnisch” (Evals & Guardrails) bauen, statt Zeile für Zeile zu reviewen.
Shift Left zur Domäne: Warum Entwickler:innen 2026 mehr wie System-Architekten und Domänen-Experten denken müssen, um relevant zu bleiben.
Lessons Learned vom AI Coach: Warum die größten Hürden dieser Transformation nicht technischer Natur sind, sondern im Mindset der „Lösungs-Produzenten” liegen.
Dieser Vortrag ist ein Weckruf für alle, die Softwareentwicklung noch als Handwerk am Code verstehen – und ein Leitfaden für diejenigen, die bereit sind, die nächste Ebene der Abstraktion zu besetzen."
**Hybrides Setup!**
Wir freuen uns, euch bei uns in den Räumen der codecentric AG in Dortmund willkommen zu heißen. Vor Ort versorgen wir euch mit Snacks und Getränken und freuen uns gleichzeitig über interessante Diskussionen und einen guten Austausch. Für alle, die es nicht zu uns ins Office schaffen, werden wir das Meetup Hybrid durchführen. Der Stream beginnt ca. 10 Minuten später, damit wir vor Ort ausreichend Möglichkeit für persönliches Kennenlernen haben.
Den Live-Stream findet ihr auf dem [YouTube-Channel](https://www.youtube.com/@codecentricAG) der codecentric AG.
**Wichtig - Absage bitte rechtzeitig:**
Wir bestellen das Essen bereits 3 Tage vor dem Meetup. Falls ihr doch verhindert sein solltet, bitten wir euch um eine rechtzeitige Absage. Das ist wichtig, damit wir nicht unnötig Essen verschwenden müssen. Vielen Dank für euer Verständnis!
**Anreise:**
Per Zug: Vom Dortmunder HBF sind es ca. 10 Minuten zu Fuß.
Mit dem Auto: Rund um das Office gibt es einige Parkflächen, dazu befinden sich in dem Parkhaus der Thier-Galerie weitere Parkplätze.
From Vibe Coding to Scalable, Reviewable and Performant Engineering
We are back with two great speakers!
💡 First on stage is **Bart Waardenburg**, the creator of the tool **Fallow.** His tool gained significant traction after it was discussed on the web development podcast Syntax.
**Vibe Coding Doesn't Scale: Deterministic Tooling for Agentic Engineering**
*AI Slop Is a Tooling Problem*
Most AI coding fails in the same way. The model writes plausible code, but it has no deterministic way to check whether the change made the codebase better or worse. We compensate with prompts like "make no mistakes", "follow best practices", or "act like a senior engineer".
In his talk, Bart shows where the line runs between AI slop and real agentic engineering. Using Fallow as the case study, he walks through how an agent calls deterministic codebase-quality checks through CLI, MCP, and agent hooks, so engineering standards live in the loop itself instead of in wishful prompts. The agent generates code, inspects the repository, detects dead code, duplication, complexity hotspots, and boundary violations, optionally combines that with runtime evidence, and uses those signals to refactor or self-correct before a human reviews the diff.
The core idea is simple. The biggest productivity gains do not come from telling the model to be smarter. They come from giving it a better harness. For frontend teams, that is the difference between vibe coding and scalable, reviewable engineering.
[https://fallow.tools/](https://fallow.tools/)
💡 After the break, we welcome **Sander van Surksum** on stage. Sander is a web performance specialist who works with global brands to build fast, stable and world-class digital experiences.
**Vibe coding made the web sick. Now it can fix it.**
Since ChatGPT went live in November 2022, the median mobile web page has been getting heavier three times as fast as before. AI didn't invent bloated front-end code; it learned from a "lost decade" of bad patterns and industrialized them.
Sander follows the evidence: the public HTTPArchive data that marks the inflection point, and Alex Russell's *Performance Inequality Gap*, which asks the question most teams never do — **whose device are we actually testing on**? Spoiler: the bill isn't paid by the developer on a MacBook Pro and fibre. It's paid by the user on a €300 Android, 9 Mbps. The same code, two completely different realities.
Today's median page is already bigger than the entire game DOOM.
The talk ends with good news. The same AI that made the mess can help clean it up, once you give it eyes. We'll look at the 2025–2026 tooling (Chrome DevTools MCP, Google's Modern Web Guidance) that finally lets AI agents measure real performance and ship lighter code, and close on the one question every engineer should answer before their next prompt: **who are you building for**?
**📍 Location**
We welcome you to our office in Utrecht: Studio N in the Werkspoorkathedraal. The address is Tractieweg 41. We have plenty of free parking space available. We will have dinner ready for you at 18.00!
**🕔 Agenda**
**18:00** Walk in & food
**18:30** First talk
**19:30** Break
**20:00** Second talk
**21:00** Drinks & Bites
Both talks are in English. RSVP now for an evening of learning and fun.
Don't miss out on this amazing opportunity to learn and connect with our community of frontend developers!
Immersieve ervaringen: van verhaal tot beleving
*Please note: this meetup will be held in English.*
In this first meet up, you will be shown a set of immersive artistic and design research experiments.
Project Thuis conducts two years of artistic and design research into immersive experiences that place the body at the centre. The central question is: "How can immersive experiences in (semi-)public spaces contribute to a sense of connection, belonging, and 'feeling at home'?
To explore this, a multidisciplinary consortium consisting of [Fillip Studios,](https://www.fillipstudios.com/) [affect lab,](https://www.affectlab.org/) [Introdans,](https://introdans.nl/) [Utrecht University,](https://www.uu.nl/staff/SPonzanesi) and the [Amsterdam University of Applied Sciences,](https://civicinteractiondesign.com/) has embarked on a creative journey together.
Within the context of Project Thuis, this meetup will focus on artistic and design research forms applicable across various disciplines.
**Programme:**
16:00 - 16:15: Opening
16:15 - 17:15: Interactive session
17:15 - 17:30: The role of the maker in the future of immersive experiences
17:30 - 18:00: Networking and drinks (including presence of [CIIIC](https://us2.mailchimp.com/mctx/clicks?url=https%3A%2F%2Fwww.ciiic.nl%2F&xid=f4ced03a90&uid=2313462&iid=e62065ab18&pool=cts&v=2&c=1780312609&h=0b99fb0b79b5fe3d2625a4891bea9d8bc6ef045db3b8ee6ffe56d6cfc6e501c4))
Within the context of Project Thuis, this meetup will focus on experiments that you, as a maker, can use to conduct artistic and design research across various disciplines.
*[This event marks the first in a series for Project Thuis (Home). Ontwerp Platform Arnhem has been invited to organise the meetups. We strongly endorse the importance of initiatives like this, and are highly committed to connecting designers with these themes and consortia](https://www.ciiic.nl/)***[.](https://www.ciiic.nl/)**
From strangers to friends - Locals meet expats
I'm excited to host the 24st edition of *Strangers to Friends*! Every event so far has been warm, fun and full of great connections. So we’re doing it again!
Curious about our previous events? Check out our photo albums (only visible on the laptop version of Meetup).
**What to expect**
* A safe, relaxed environment to meet both locals and expats, whether you want to meet new people, experience an international atmosphere or talk about business, it’s all possible.
* Start the evening with a few rounds of conversation cards: pair up with someone you don’t know, answer meaningful questions and rotate every 10 minutes. Within just one hour, you’ll get to know several people really well and enjoy meaningful conversations.
* Everyone comes on their own, so it’s easy to connect.
**Practical details**
* Doors open at 20:00, after 30 minutes we start with conversation cards
* Venue: Boekencafé Libertas, Klarendalseweg 477-1, Arnhem
* 20 min walk from Arnhem Central
* 7 min walk from Arnhem Velperpoort
* You’ll receive 1 drink token for (beer/wine/soft drinks) and snacks all night!
* Find us on the right side of the café at the bar, by the window and garden
Bring a smile and join us for an evening where friendships grow, business ideas spark and real-life connections happen. Back to basics, away from screens, meeting face-to-face.
Warm regards, Julia
3D workshop in Apeldoorn
**3D Workshop**
* **Ontwerpen met Fusion360**
* **Scannen in 3D**
* **Het gebruik van 3D printers**
**Je bent nu welkom in de nieuwe locatie NewTechPark**
Je kunt ook online aan deze fysieke bijeenkomst deelnemen. De bijeenkomst is dan op de locatie te volgen.
Als je [hier](w.j.put@hccnet.nl) vooraf een mailtje stuurt kun je dinsdagavond tussen 19.00 en 20.00 uur inloggen met Jitsi voor vragen, of ter kennismaking met hcc!3D.
Online neem je deel aan de bijeenkomst met [https://wij.hcc.nl/3D](https://wij.hcc.nl/3D)
[(Alleen toegang als je zichtbaar bent met voor- en achternaam. )](https://wij.hcc.nl/3d)
Bakery walk 🥐☕ (GIRLS ONLY)
Bakery Walk: A Sunday Girls Stroll
Let’s romanticize our Sundays in Amsterdam. ☕🥐
We’ll meet and start with a relaxed city walk for coffee & pastries.
Between stops, we’ll:
✨ Mix & match conversation buddies
✨ Use fun conversation cards (no awkward small talk)
✨ Get our steps in (pastries taste better after walking 😉)
Perfect for new expats and women looking to build genuine friendships in Amsterdam.
Come solo. Leave with new connections
Please note: everyone buys their own pastries & drinks at the bakeries. That way you can pick what you like best!
**Join our WhatsApp group💕**
https://chat.whatsapp.com/JFgvbHvRLoP5P9K3GtwGlU?mode=gi_t
Outdoor games
Who says games are just for kids?
Remember playing games when you're a kid with no need for a manual and no responsibiliies?
That's what we're doing. Tag, Cops and Robbers, Ninja... Stir up the memories of what made you happy and bring that pure joy out.
Sign up through this [1 question form.](https://forms.gle/XWHNG63iyzuumEon8)
To make our inner child completely satisfied, we'll reward ourselves with a hangout and pancakes at Teahouse Rhijnauwen after!
💵 Price : Free
👝What to bring: water, sunscreen, comfortable shoes, an open mindset
Hybrid Apps Events Near You
Connect with your local Hybrid Apps community
Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI
Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans.
We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans.
Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served.
This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation.
About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
OVER 50 HAPPY HOUR IN JUNE AT PBR AT EASTON!!!
🔥 OVER 50 HAPPY HOUR at PBR EASTON! 🔥
Looking to meet new people, enjoy great music, dance, laugh, and have an unforgettable night out? Then grab your friends and join us for one of the most exciting Over 50 social events in Columbus!
📍 PBR Cowboy Bar + Smokehouse – Easton
📅 Thursday, June 18th
⏰ 6:00 PM – 9:00 PM (and the fun keeps going!)
This is NOT your typical quiet happy hour… this is a high-energy, country-meets-nightlife experience designed for fun-loving singles and couples over 50 who still enjoy getting out, socializing, and making memories!
✨ What’s Happening:
🎵 Live Music from 6:30–8:30 PM
🐂 Mechanical Bull Riding starting at 8:30 PM
💃 Line Dancing with Instructor from 9–10 PM
🎧 DJ & Dancing starting at 9 PM
🍹 Drink Specials All Night:
$3, $4 & $5 specials!
Whether you want to relax with a drink, hit the dance floor, try the mechanical bull, or just meet a great group of people in a fun atmosphere — this event has something for everyone.
👉 IMPORTANT:
When you arrive, CHECK IN with the host under:
“Doug / Meetup”
to receive your wristband.
🚗 FREE Parking available across from the venue and at the Easton West Garage.
Come when you can, leave when you want… but don’t be surprised if you stay all night!
Let’s make Thursday night FUN again! 🎉
Microsoft Build - Columbus Edition!
We are bringing Microsoft Build sessions to Columbus Ohio!
The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us!
And yes, there will be free food.
Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).
Columbus Ruby Brigade Monthly Meetup
**\*\*\* We've Moved! Bold Penguin - 6555 Longshore St, Dublin, OH 43017 \*\*\***
Ryan Carroll
**Local AI in Rails: Fast, Cheap, and Predictable**
Rails apps usually reach for external AI services when they need “intelligence,” but that approach can bring latency, cost, and unpredictability along for the ride. This talk shows a different path: running a Japanese sentiment model directly inside a Rails app, using ONNX Runtime, background jobs, and real-time updates to keep the user experience fast and responsive.
Using a small app called **Sentiment Omikuji** as the case study, the talk walks through how the model was trained in Python, exported to ONNX, and loaded into Ruby for local inference. It also covers how Japanese text is tokenized, how the sentiment output drives a fortune generator, and why the app uses Solid Queue to keep model work off the request path. Along the way, the talk explores the tradeoffs of local inference versus API-based LLMs, and why classic machine learning can still be the right tool for focused problems.
Attendees will leave with a practical architecture they can adapt in their own Rails applications, plus a clearer picture of when local AI makes sense, how to keep it predictable, and what it takes to make it feel good in a real app.
**AGENDA:**
* See updates to parking below
* Doors open at 5:30, feel free to come and hang out before!
* Official start of the meeting is at 6:30pm
* After the meeting is done, we will go hang out at a nearby space in Bridge Park!
If you can, please sign up via meetup by noon the day of the meeting so we can have an estimate headcount for food :) We always order extra, so feel free to join us even if you don't get signed up!
Thank you to Bold Penguin for providing the food and location!
**Parking & Arrival:**
**Parking:** Parking in Bridge Park is free. The closest lots are the Mooney Garage and the Hotel/Endres Garage.
**Entry:** The doors to the office are to the right of PINS. The street level door and elevators lock at 6pm. If you arrive after that, someone should be there to let you in, else call the number posted. Take the elevator to the 2nd floor. Once you exit the elevator, turn right.
\*\*\*
We are a bunch of professionals, students, and geeks who are excited about Ruby programming language ([http://ruby-lang.org/](http://ruby-lang.org/)) and Rails framework ([http://rubyonrails.com/](http://rubyonrails.com/)) and the joy they have brought back to web development. Our main goal is to share the love of the Ruby and Rails ecosystems with anyone that is interested. We cater to everyone, whether a non-programmer through advanced Rubyists.
* We give lectures on programming topics
* We freely provide decades worth of experience
* For full details of this month's meeting please visit [http://columbusrb.com](http://columbusrb.com)
AI Improv: let’s build a game together with Claude Code, Codex, and Gemini and b
We are going to build together with all the CLIs! E will be doing it at Columbus Code and Coffee
Agenda
---
Hosted By
James Power, Organizer
Pete Gordon, Organizer
Just a Software Guy in the age of the Internet.
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-columbus-presents-ai-improv-lets-build-a-game-together-with-claude-code-codex-and-gemini-and-be-the-judge/.
HAPPY HOUSE HUNTERS JOIN COIN
**HAPPY HOUSE HUNTERS JOIN THE CENTRAL OHIO INVESTOR NETWORK [COIN}**
\* Time: 5 pm - 8 pm [Eastern Time] Every Third Tuesday
\* Where: Pastimes Pub at Grandview Yard, 775 Yard St., Columbus 43212
\* Description: Join Us for the Ultimate Real Estate Meet and Greet!
Flip, Buy and Hold, Long-Term Rentals, Mid-Term Rentals & Short-Term B&B!
Are you passionate about real estate investments or curious about the world of long-term rentals, mid-term rentals, or short-term rentals? Look no further because the "Happy House Hunters" and "The Inns and Outs of a B&B" invite you to come together with COIN for exciting monthly Meet and Greet events for all real estate investors!
We look forward to seeing you there!
Customize the IDE: Building Extensions for Visual Studio Code - Alan Barber
**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**
*Customize the IDE: Building Extensions for Visual Studio Code*
Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs.
In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling.
The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options.
**YouTube Link**
TBD




















