Software Architecture
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Discover all the software architecture events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Software Architecture Events Today
Join in-person Software Architecture events happening right now
Knowledge Graphs and Semantic Relationships: A Must for AI-Ready Data
As many of you already know [1touch.io](http://1touch.io%2A%2A/) has joined Everpure to combine its AI-driven data discovery and classification capabilities with Everpure’s global scale, accelerating the delivery of next-generation data management solutions. This meetup will be special!
**Speaker:** **[Ashish Gupta](https://www.linkedin.com/in/ashishgupta2025/)** - CEO and President of [1touch.io](http://1touch.io/)
Ashish drives a bold vision to redefine how enterprises discover, understand, and secure sensitive data in the age of AI. A dynamic and highly regarded technology leader, he brings more than two decades of experience scaling high-growth companies across cybersecurity, enterprise software, and data infrastructure.
Prior to joining [1touch.io](http://1touch.io/), Ashish served as CEO of Bugcrowd, where he accelerated the company’s growth, strengthened its market position, and expanded its platform to meet the evolving demands of modern security teams. His earlier leadership roles at global technology companies including Microsoft, Infoblox, Genesys, Actian, and Vidyo reflect a consistent track record of building innovative products, leading high-performing teams, and delivering impactful go-to-market strategies. He now joins Everpure as the General Manager of Data Management.
**Talk:** Ashish will talk about why, in today’s AI world, the quality and structure of your data directly impact how well your models actually perform, and why many organizations are still limited by the way their data is set up.
He’ll break down why traditional systems fall short and introduce knowledge graphs as a critical foundation for modern AI - connecting data through relationships, not just storing it in isolated tables. Instead of fragmented datasets, you get a connected view: customers linked to purchases, products tied to categories, and patterns that AI can actually understand and act on.
You’ll see how this approach brings real-world context into your data, enabling smarter use cases like better recommendations, stronger fraud detection, and more meaningful insights.
Ashish will also explain how adding a semantic layer transforms raw data into actionable intelligence, helping AI systems make more accurate predictions by understanding how things relate, not just what they are.
If you're working on AI (or planning to) this session will show you why this isn’t just an upgrade, it’s the foundation for making AI actually work.
**Time Agenda:**
17:30–18:00 – Doors open and registration with snacks and beer
18:00–19:00 – Talk
19:00–20:00 – Networking time
20:00 – Doors close
PMing in the AI Era: From Chaos to Specs AI Can Actually Build 🤖🔥
Importatn piece of advice - Come to the reception A!! Come to the reception A!! Come to the reception A!! Come to the reception A!!
We’re shipping faster than ever… and also explaining way more why things didn’t turn out quite right 😄
This Product Tank brings two sides of the same story:
👉 How to survive (and function) as a PM in AI chaos
👉 How to write specs that AI can actually build from
Talks:
🎤 Jindra Regál ()
You Are the Ultimate Product: Creating Value in Non-Tech Fields
In the AI era, everything gets built multiple times a day. So what problems are still worth solving?
After working with companies like Avast, Productboard, Better Stack, Ataccama, and BottleCap AI, I found the most meaningful work came from solving small, practical problems for real people and businesses.
A talk about applying product thinking outside IT companies, expanding your perspective beyond software, and learning to treat yourself, your skills, curiosity, and adaptability, as the ultimate product to manage.
⸻
🎤 Jakub Elias (Similarweb)
PMing in the AI era
PMs are having an identity crisis. Designers prototype with AI. Engineers spec with AI. You hear about CEOs shipping features from the back of an Uber. So what's left for you? Turns out, still quite a lot.
This talk is about what the job actually becomes when building gets cheap and deciding gets hard. How the trio holds together when everyone's on everyone else's turf. How to keep a roadmap alive when the ground shifts every few weeks. And lastly, what's now expected of a PM - being a real builder.
⸻
🎤 Dominik Ilichman (Productboard)
AI coding agents have compressed software delivery like never before — features that used to take weeks now ship in days. But here's the catch: agents don't improvise. They don't fill gaps, ask clarifying questions, or read between the lines. Ambiguity doesn't get resolved — it gets built wrong. The bottleneck has moved from engineering capacity to clarity, and the product specification is now the most critical artifact a PM produces.
In this talk, Dominik explores how the PM's role is fundamentally shifting as a result. We'll look at what great AI-ready specs look like in practice: grounding them in your codebase and real customer feedback, using prototypes as a diagnostic tool, and why the spec — not the code — is becoming your team's true intellectual property. He'll also show how tools like Productboard Spark are flipping the traditional workflow — instead of the PM writing and AI helping, AI drafts and the PM steers — making it possible to go from opportunity to delivery-ready specification in a fraction of the time.
If you're a PM figuring out how to stay high-leverage in the age of AI, this talk is for you.
The AI Collective #1 Prague Meetup
Join us for an evening with the **AI Collective in Prague**, a space to connect, exchange ideas, and explore how AI is being built and used in practice.
This is our first event in Prague, and we’re kicking it off with practical talks, demos, and networking.
***
**Who is it for**
Whether you're building an AI product, implementing AI in your company, or simply exploring what’s possible — you’re very welcome to join.
This event is designed for people who want to go beyond theory and talk about real use cases, challenges, and opportunities.
***
**What to expect:**
* 18:00 — Doors open
18:45 — AI Collective intro & vision
19:00 — Talk by Vojtěch Matoušek
19:20 — Talk by Filip Kirschner
19:45 — Startup pitch session
20:00 — Pub quiz
20:20 — Networking, drinks & discussions
The format is informal – short talks, room for questions, and plenty of time to meet people who actually use AI in the real world. Whether you're a founder, developer, or just AI-curious, come hang out.
***
**Join us**
Free entry. Capacity is limited.
Please register in advance via Luma to secure your spot: [https://luma.com/6ei9eat7](https://luma.com/6ei9eat7)
***
**About AI Collective**
\*\*[The AI Collective](https://www.aicollective.com/?utm_source=luma)\*\* is a global non-profit building the human layer for the AI era. It connects leaders, builders, and operators across industries to share knowledge, build trust, and navigate the rapid evolution of AI together.
All *attendees and organizers at events affiliated with The AI Collective agree to our [privacy policy](https://www.aicollective.com/files/Data%20Privacy%20and%20Use%20Policy%20~%20The%20AI%20Collective.pdf?utm_source=luma) and are subject to our [code of conduct](https://www.aicollective.com/files/Code%20of%20Conduct%20~%20The%20AI%20Collective.pdf?utm_source=luma).*
77. pražský sraz přátel PHP@Shoptet
Ahoj Péhapkáři!
Zveme vás na další sraz komunity.
🎤 Anastasiia Kovalova - Když AI agenti narazí na legacy PHP
🎤 Milan Šulc - AI automatizační stack do každé vývojářské rodiny
🎤 Josef Jebavý - Jak dělat frontend backendově
17:30 – open doors
18:00 – přednáška
18:40 – přednáška
19:20 – přednáška
20:00 - kvíz & networking
Děkujeme našim partnerům a těšíme se na viděnou!
Adresa: Shoptet - Pod Dráhou 1637/6, budova E3, Praha 7
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**Anastasiia Kovalova - Když AI agenti narazí na legacy PHP**
Co se stane, když AI agenti dostanou reálný ticket v existující codebase, jak nastavit workflow, kontext, validaci a kontrolní body tak, aby jejich výstupy dávaly smysl. (porovnávání Claude Code, OpenCode, Codex)
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**Milan Šulc - AI automatizační stack do každé vývojářské rodiny**
*Pečovatel o open-source webové slony, potápějící se Docker containery a nemocné servery. V Shoptetu má na starost AI — žádný vývojář nebude sedět (bez tokenů) v koutě.*
Jeden prompt nestačí. Pokud chcete stavět AI automatizace, které přežijí první demo, potřebujete víc než jen API klíč k LLM. Potřebujete workflow engine, model routing, logování promptů, vyhodnocování odpovědí, ingest dat, klasickou databázi i vektorové vyhledávání. Ukážeme si vývojářský AI automatizační stack postavený na nástrojích jako n8n, OpenRouter, LiteLLM, Langfuse, Firecrawl, Postgres a Qdrant. Projdeme, jakou roli v architektuře hrají, co řeší, co neřeší a jak je poskládat do praktických interních workflow, agentů a automatizací.
\-\-\-
**Josef Jebavý - Jak dělat frontend backendově**
*je cyklista a freediver, který se prvně s programováním a Linuxem setkal již před rokem 2000. Když zjistil, že s počítači jsou problémy, rozhodl se vystudovat informatiku a následně zakotvil jako nezávislý IT specialista. Dlouhodobě se specializuje na: servery, kontejnery v cloudu, webové aplikace a zálohování vše s důrazem na efektivitu testování a bezpečnost. Mezi jeho nejčastěji používané AI nástroje patří Gemini a Cursor.*
V posledních letech se při vývoji webových aplikací přechází čím dál více na frontendové technologie. Od nástupu AI a vlny vibecodingu javascriptový frontendový framework automatickou volbou pro webové aplikace. Jednou z několika nejpoužívanějších technologií pro vývoj webu bylo vždy PHP. Od PHP verze 7 se z PHP stal robustním programovacím jazykem a díky dalším nástrojům, jako je PHPStan, výrazně narostla hodnota ekosystému PHP. Podle mého názoru je na tom PHP vývoj aktuálně stále lépe než javascriptové technologie.
\-\-\-
ReactGirls & Active24 - #PubKvíz
**Pražský hospodský kvíz komunity** [ReactGirls](https://reactgirls.com/) ve spojení s [Active24](https://www.active24.cz/?utm_source=google&utm_medium=cpc&utm_campaign=_1_1_DO-SEA-CZ-brand-exact&gad_source=1&gad_campaignid=23130107688&gbraid=0AAAAADtuW_mRaElabVETeOLYM8g5BYi1D&gclid=Cj0KCQjw77bPBhC_ARIsAGAjjV8Kma-vN3932VPzA64a6jyh0fdWeK3R-HQ3ND7f_flnzM069LGQqogaApWlEALw_wcB).
**Kdy:** 21\. 5\. od 18h
**Kde:** kanceláře Active24 Sokolovská 394/17, 186 00 Karlín (6. patro)
**Jazyk**: CZ
Chceš se potkat s komunitou i jinde než na meetupu? Doraž na náš první **#PubKvíz**, který pořádáme společně s Active24!
**Jak to bude vypadat?**
Počítáme s týmy po 3-5 lidech. Finální nahlašování týmů bude ale probíhat až při příchodu na místo. Dorazit můžeš i pokud nemáš žádný tým předem domluvený. Pomůžeme ti se k někomu přidat. :)
V kvízu budeme mít 5 tematických kol po 10 otázkách. Část bude technická, část netechnická a část jen tak pro srandu. :) Tentokrát budeme mít jedno z kol zaměřené na téma AI.
Kapacita je omezená, pokud nemáš v plánu opravdu dorazit, odhlas se prosím včas. Z kapacitních důvodů budeme také při přihlašování prioritizovat stálé členy komunity před širokou veřejností, děkujeme za pochopení. :)
Pokud budeš mít dotaz, napiš nám. Těšíme se na tebe!
**Harmonogram akce:**
**18.00** otevíráme
**18:30 Začátek kvízu**
ℹ️ Na našich eventech pravidelně fotíme a natáčíme. Fotky a videa používáme k propagaci našich aktivit na webu a sociálních sítích. Pokud na fotkách být nechceš, dej vědět organizátorům na místě.
Těšíme se!
Tým ReactGirls
Lisbon. How Designers Drive Real Business Impact
\*\*MPORTANT! Please register on [Luma page](https://luma.com/qmxm93hj)\*\*
Are you a strong designer with a solid portfolio, but still feel like your true impact remains invisible? We often believe that simply creating good mockups is enough. But the reality is: design almost never creates results in isolation, and the market pays for business impact, not just execution.
**🎤 [Vova Safonov](https://www.linkedin.com/in/vova-safonov/) — From a Reactive Designer to a Proactive Leader** We will break down the illusion of "I complete tasks = I work well" and discuss why strong designers often lose in the market. You will learn how to:
* Stop waiting for tasks and start taking responsibility for solutions.
* Understand business expectations (impact on revenue, conversion, retention).
* Develop an entrepreneurial mindset inside the company.
**🎤 [Ivan Rohovchenko](https://www.linkedin.com/in/ivanrogovchenko/) — 1+1=3: How a Designer Creates Real Impact.** The greatest value is born at the intersection of functions. Ivan will share tools and real cases from his experience building design functions across 10+ companies. You will learn:
* **The Three Levels of Influence:** How your value creation changes from IC to Design Lead to CDO.
* **Perspective vs. Power:** Why designers often lose influence by proposing solutions to problems nobody has acknowledged yet.
* **Practice:** Concrete tools for effective cross-functional collaboration, including stakeholder mapping.
Huge thanks to **[Nagarro](https://www.nagarro.com/en/?utm_source=luma)** for hosting us, providing the space, and supporting the local design and tech community! Let’s gather to exchange experiences, build cross-functional strategies, and network with like-minded professionals!
Coffee and Conversation (Karlin / křížikova metro)
• What we'll do
This meet up is for those who are learning English as a second language and want a chance to practice. We will provide a fun and interesting activity to encourage simple English conversation. It may be a game, an interesting topic, or whatever. We promise to keep the evening relaxed and give you a chance to practice your English.
• What to bring
Just you.
• Important to know
We are hosted by Do Slova Praha. As a church, we want to help our community in practical ways. We may hand out information to other events that our church does, but do not worry... this is not a religious event. Just come to practice English :)
[https://www.doslovapraha.cz/](https://www.doslovapraha.cz/)
Software Architecture Events This Week
Discover what is happening in the next few days
Kokořínsko: Cycle Through the Hidden Valley – Nature Adventure
Join RSP Adventures and Discover the wild beauty of Kokořínsko on two wheels… 🚴♂️
The Kokořín region is a true hidden gem—an enchanting landscape of sandstone towers, quiet glens, and forest trails that feel worlds away from the city. Around every turn, you’ll find something new: dramatic rock formations, peaceful valleys, and those little “wow” moments that make you stop and take it all in.
But it’s not just about nature. Scattered across the region are romantic chateaus and ancient castles, each with its own story, all connected by a сеть of scenic cycling paths and easy trails. Along the way, you’ll pass through charming villages and admire traditional wooden architecture that has stood the test of time.
This is a ride that blends adventure with discovery—perfect for anyone who wants to explore one of the Czech Republic’s most atmospheric regions at a relaxed, enjoyable pace.
**Tour Highlights**
• Hassle-free day trip to Kokořínský důl from Prague
• Professional and friendly guide
• Visit villages known for folk architecture and relics of a mill partially carved in the rock.
• Visit Poklicky (a set of pinnacles capped with flat rocks)
• Visit the Nedamy rocks, a series of caves once used for defensive purposes.
• Visit a camp settlement named Harakoko
• Visit the Mlčeň Millch
• Visit the pools named Vojtěchovská, Hlučovská and Podhradská
• Tour of the castle Kokořín
• Savor traditional cuisine at a charming local restaurant.
• Visit Melnik
You can pay for the trip via:
• Bank transfer: 7392420507/6363
• Revolut: @augustetqc
• Wise: @agustind162
**More information at :**
https://www.facebook.com/events/4310435895884452/
Symposium
Join us for the first Symposium of the season to usher in the coming of Spring! 🌞🌻🌳
In antiquity, a symposium was a gathering of friends who came together to recline around a shared table, where wine and conversation flowed freely into the night. Together, they would choose a topic and take turns speaking, listening, and laughing—guided by the rhythms of drink and dialogue.
Inspired by this tradition, our Symposium has no set theme. It's an invitation to come together with other curious minds, to offer up questions or ideas, and to vote together on where to begin. Whether you're hungry for connection or simply seeking space to speak and be heard, you're warmly welcomed to join the conversation.
Symposium will meet in parks throughout Prague, embracing the sunshine and pleasant weather while we have it. Bring a blanket or something to sit on. There’s no cost to join, but please bring a snack or drink to share, if you're able. Most of all, bring a curious mind and a willingness to learn from the insight of others.
Feel free to bring a friend or two--also, children and friendly dogs are welcome!
\*\*\*
If the weather doesn't cooperate, we'll try to find an alternate venue—so keep an eye on the event chat or your email for updates.
Also, despite the origins of the Symposium, our goal is not necessarily to get drunk and the organizer would encourage you not to come with that sole purpose in mind. :)
The first 45 minutes of the event will be dedicated to simply getting to know one another, and we highly encourage you to join for this part. We will then vote whether to continue free conversation, to join together in a single conversation, or to split up into multiple groups. Afterwards, you’re welcome to stay or follow onto any spontaneous activity that unfolds.
A note on attendance: If you need to cancel, please do so at least a few days in advance and update your RSVP accordingly. This helps honor the host’s efforts and makes space for others who would like to attend. Repeated last-minute cancellations or no-shows may result in being placed on the waitlist for future events.
Uninstall Duolingo - Weekly Language Exchange
Free Event/Vstup Zdarma
Pro češtinu, podívejte se níže
EN
Hello, people of Prague!! We bring you a forum to trade your language skills and learn something more. If not interested in language, you could have a general conversation.
The goal is to create a chill environment for social networking with a focus on learning the language of your choice.
So grab some beverages at the bar/cafe and get on with it every Thursday.
**NEW** Venue: Tequila Tales Bar
**NEW** Location: Ujezd 409/19, 11800 Malá Strana
Timing: 1900-2200 (Every Thursday)
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CZ
Ahoj Pražáci!! Přinášíme vám fórum, kde můžete vyměnit své jazykové znalosti a dozvědět se něco víc.
Cílem je vytvořit pohodové prostředí pro sociální sítě se zaměřením na výuku jazyka dle vašeho výběru.
Takže si vezměte nějaké nápoje v baru/kavárně a pusťte se do toho každý čtvrtek.
**NOVE** Místo: Tequila Tales Bar, Ujezd 409/19, 11800 Malá Strana
Čas: 1900-2200 (každý čtvrtek)
Saturday running and coffee
Hi All,
Come and join us for social running and a coffee!
We meet at the main gate of Vystaviste - tram stop Vystaviste Holesovice. We will run in Stromovka.
Usually we run around 50mins and it is up to everyone how many kilometres. We welcome all levels of runner. We can all run together or, if there is more of us, we can split into groups and at the end of the run we all meet close to the starting point to go for a coffee to a nice local coffee place (where they also sell cakes and great chocolate). If the weather is great, we can also just sit in one of the outside coffee placces in Stromovka and enjoy the sun.
This is where we meet:
http://photos2.meetupstatic.com/photos/event/7/7/3/1/600_447930513.jpeg
Tancheerna 💃 Dance Friending for Absolute Beginners 🎶
**The most enjoyable dance friending event on a Friday night 🌤️💃✨**
This is an OPEN-AIR event! 🌤️ We dance outdoors, but we are always 100% rain-protected.
The night starts at 7:00 PM with chill music, socializing, and basic footwork. If you want to level up your dancing, be there at 7pm sharp!! Later, we flow into casual dancing, mixing European classics (Waltz, Polka) with modern Balfolk and chill Latin vibes (Forró).
✅ **No experience needed** → Come at 7 PM sharp to learn the basics! 👣
✅ **No partner needed** → We rotate! Feel free to ask anyone taking a break. 👋
✅ **No dress code** → Wear comfy sneakers or go completely barefoot. 👟
✅ **No pressure** → As long as you can sway to the rhythm, you belong! 🌟
✅ **Free entry** → If you love the vibe, hit us with a 5-star review 🌟 or leave a contribution via QR code (suggested 200 CZK).
If you love to move and want to make new friends, simply show up on Friday and let’s dance!! 💃🔥
*Tančírna (pronounced tahn-cheer-nah) comes from the Czech word "tančit" (to dance) and literally means "a place for dancing".*
**Pro-tip:** Pack a water bottle to stay hydrated 💧 and a hoodie for when the sun goes down!
After we wrap up we go to a restaurant/bar close by for chill socializing.
📍**LOGISTICS**:
6:45pm - MEETING - https://maps.app.goo.gl/rHMiVjy39jLu86k99
7:00pm - DANCING - https://maps.app.goo.gl/vijrXJfBsrAo18Bi8
8:45pm- SOCIALIZING - https://maps.app.goo.gl/aA8t3ED9QnLufs1H6
\-\-\-
**Ta nejpohodovější taneční akce na páteční večer** 🌤️💃
✨ Tančíme venku 🌤️ ale jsme vždycky 100% chráněni proti dešti.
Večer začíná v 19:00 pohodovou hudbou a základními kroky. Pokud se chceš ve svém tanci posunout, buď tam přesně v 19:00!! Později plynule přejdeme do volného tance, kde mícháme evropské klasiky (valčík, polka) s moderním balfolkem a pohodovými latino rytmy (forró).
✅ **Zkušenosti nejsou potřeba** → Přijď přesně v 19:00 a nauč se základy! 👣
✅ **Nepotřebuješ partnera** → Střídáme se! Neboj se vyzvat kohokoliv, kdo si zrovna dává pauzu. 👋
✅ **Žádný dress code** → Vezmi si pohodlné tenisky, nebo klidně tanči úplně naboso. 👟
✅ **Žádný tlak** → Dokud se dokážeš pohupovat do rytmu, zapadneš k nám! 🌟
✅ **Vstup zdarma** → Pokud tě akce bavila, hoď nám 5hvězdičkové hodnocení 🌟 nebo nám můžeš přispět přes QR kód (doporučený příspěvek je 200 Kč).
Pokud se rád/a hýbeš a chceš poznat nové lidi, prostě se v pátek ukaž a jdeme tančit!! 💃🔥
*'*
**Pro-tip:** Přibal si s sebou láhev s vodou na doplnění tekutin 💧 a mikinu, až zapadne slunce! Až dotančíme, přesuneme se do nedaleké restaurace/baru na pohodový pokec.
📍LOGISTIKA: 18:45 - SRAZ - [https://maps.app.goo.gl/rHMiVjy39jLu86k99](https://maps.app.goo.gl/rHMiVjy39jLu86k99)
19:00 - TANČÍRNA - [https://maps.app.goo.gl/vijrXJfBsrAo18Bi8](https://maps.app.goo.gl/vijrXJfBsrAo18Bi8)
20:45 - DRINK - [https://maps.app.goo.gl/aA8t3ED9QnLufs1H6](https://maps.app.goo.gl/aA8t3ED9QnLufs1H6)
Story telling workshop - My story, Your story, Our story
**Storytelling Workshop - My story, your Story, our Story**
⏰ **From 18:30**
📍 **Přístav 7, Holešovice – v Přístavu 24**
🆓 **FREE EVENT**
## 🌿 Weekly Storytelling & Reflection Workshop
Join us for a weekly workshop where authentic, true stories spark fresh ways of seeing our lives and challenges.
In a warm, welcoming circle, we listen deeply, share from the heart, and explore how Eastern and Western perspectives can illuminate one another. 🌏✨
This event is for anyone curious about personal growth, cross-cultural connection, and discovering wisdom in surprising places.
Together, we’ll create a space where listening, reflection, and story awaken deeper clarity.
When we contribute to the whole, no one leaves empty-handed. 🤲💛
🗣️ **Language:** English
🎟️ **Entry:** Free event 🆓 Donations are recommended
***
## 👥 Organized by
**C.L.A.P. – Culture, Love, Art, People - Hosted by Agora7**
💬 **Join our WhatsApp Community to stay updated on next events/**Link on request
📸 **Follow us on Instagram:**
[https://www.instagram.com/c.l.a.p.2](https://www.instagram.com/c.l.a.p.2)
Free 5x5 Basketball trial at Galaksia Praha 23 training
**Galaksia Praha 23** is letting **players to join** each of **their trainings for free** **as a trial** session to join the **5x5** Galaksia **basketball** team.
If you are interested to join the team, you can **sign up here**. Maximum 2 players will be joining the training as trials. Please sign up **to only one training** as only one trial is allowed per player. If you sign up to more than one sessions, only the earliest one will be kept.
Once you signed in and are therefore confirmed, **please be at** the address (ZŠ Bítovská indoor basketball court) **at 19h15** to be ready for the training starting at 19h30.
After receiving Coaches feedback, we will then reach out back to you following the trial.
In case of any Opt-out within 24h of the session, or no show, the trial will be considered passed and it will not be possible to join another training.
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**
TBD
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)
NSCoder Night
Bring your work or your hobby, hang out, and code with us.
Follow @buckeyecocoa for more information.
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\.
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
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/
Game Dev Meetup (@Improving In-Person)
PLEASE NOTE!!!
This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch.
All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing).
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On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends.
All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here:
[https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams)
(Also please do subscribe if you have not done so!)
No game development experience required!
If you are interested in doing a 20 minute game development related presentation, please fill out our form online here:
[https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1)
Or e-mail us at info@thecogg.com
with the following:
Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact.
Be sure to check out our Discord for real time news updates:
[https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)





























