PostgreSQL

Moderní automatizační nástroje dnes pomáhají firmám napříč odvětvími — od technologických společností přes výrobní firmy až po právní nebo finanční služby. Umožňují propojovat systémy, které spolu dříve nekomunikovaly, automaticky předávat informace mezi procesy a nahrazovat ruční kroky plynulými workflow, která šetří čas i chybovost. Na tomto meetupu se podíváme na reálné příklady automatizací postavených na n8n — od konkrétních use cases až po funkční workflow, která můžete využít ve vlastní firmě. Nečekejte teoretické prezentace. Každá přednáška ukáže praktické scénáře z různých oblastí byznysu a vysvětlí, jak automatizace vznikla, co řeší a jaké má dopady. ### 📅 Základní informace **Datum:** 19\. května 2026 **Čas:** 17:30 – 21:00 **Místo:** Scott Weber, Náměstí Republiky 1081/7, Praha **Jazyk:** čeština **Registrace**: [https://www.eventbrite.com/e/n8n-automatizace-v-praxi-od-use-cases-k-funkcnim-workflow-tickets-1983249530734](https://www.eventbrite.com/e/n8n-automatizace-v-praxi-od-use-cases-k-funkcnim-workflow-tickets-1983249530734) ### Co vás čeká Ukázky automatizací z různých prostředí: * automatizace v projektovém řízení a týmové spolupráci * use cases z právních firem a práce s dokumenty * finanční automatizace, fakturace a napojení na ERP a účetní systémy * praktické workflow pro každodenní provoz ve firmách ### Speakři * Tomáš Bláťak (Chief Product/ Operations Officer, Leadspicker): **Jak z LinkedIn postu zákazníka udělat obchodní příležitost — automaticky pomocí n8n** * Lukáš Bekr (Product Marketing Manager, Apify): **Analýza konkurence na autopilot** * Jakub Tenk (Lead Software & AI Engineer, VIRTUAL CV LEAD): **Abra Flexi & n8n: Od automatických reportů k AI asistentům** * Daniel Zach (COO, Easy8): **Od uzavření obchodu k realizaci projektu. Jak n8n automatizace zefektivňují projektové řízení** * Kirill Juran (CEO, smpl_): **n8n v právní a daňové praxi** * Marek Mikesz (Integrations and AI Solutions Engineer, Easy8): **Easy8 bez limitů: Workflow Katalog, automatizace a AI na pár kliknutí** Pro koho je meetup * lidé z businessu, kteří chtějí zautomatizovat rutinní práci * projektoví manažeři a operativní týmy * IT, automatizační a integrační specialisté * kdokoliv, kdo chce vidět reálné use cases místo teorie Přijďte se inspirovat konkrétními scénáři, zeptat se na detaily a potkat další lidi, kteří řeší automatizaci v praxi. Sponzoři akce: Apify www.apify.com – platforma pro web scraping a automatizaci Easy8 www.easy8.com/cs/ – platforma pro řízení práce a automatizace (WorkOps)

\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **VAULT OF THE UNDYING** We jump into the exciting tale of **Dragonlance**! It takes places in the lands of Solamnia, near the capital city Solanthus, on the world of Krynn. **BMG-DL-VOTU-06 Dragons of Transformation (Level 6 - 8)** A bold attempt to reach the Genesis Shard results in the Chosen being trapped deep behind enemy lines. An unexpected encounter leads to a profane stronghold, standing between the bearers of the Key of Gilean and their goal while also housing a sinister secret. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **CAST IDENTIFY: WHAT IS ADVENTURERS LEAGUE?** Adventurers League (AL) is a D&D public play program - start the story at one table, and bring your character to the next part of the adventure at any AL table in the world! **New to D&D?** No problem! Our DMs will be happy to help you - just bring your imagination and the items below! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **ADVENTURING GEAR: WHAT TO BRING** Mandatory: ♦ 200 CZK (pay in cash or by QR code) Recommended: ♦ Snacks ♦ Pen or pencil ♦ Polyhedral dice (or borrow some of ours) ♦ A Lv 6-8 AL legal character \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **STUCK IN A PIT TRAP: CANCELLATIONS** If you realize you cannot join us, please do change your RSVP to "No" as soon as possible - there may be other players waiting to join. See you there, Adventurer, and may your dice roll high! ♦ Discord: https://discord.gg/WXvRrksrT4 ♦ Facebook: facebook.com/ddalprague ♦ Contact: ddalprague@gmail.com ♦ Adventurer's League: https://www.dndbeyond.com/posts/1676-what-is-adventurers-league ♦ Current Player's Guide: [https://drive.google.com/file/d/1yaVW5QrBNCaXPJ1uOSCLaa7v4BCBnUBi/view?usp=sharing](https://drive.google.com/file/d/1yaVW5QrBNCaXPJ1uOSCLaa7v4BCBnUBi/view?usp=sharing)

**The future of software development isn't just "assisted" - it’s agentic!** Join us at the Rohlik Group headquarters for an evening dedicated to the next frontier of Engineering. We are thrilled to host the team from Devin.ai - the creators of the world's first AI software engineer, and Duvo.ai - the pioneers of AI-native engineering workflows, alongside our own tech leaders. This is a unique opportunity to peek under the hood of how autonomous agents are actually being used to build, ship, and scale software in 2026. \-\-\-\-\-\-\-\-\-\- 🎤 **Talks Line-up** **Agentic Coding in Rohlik: Our Journey to 70% AI-Generated Code** * **Michal Kecera** \| VP of Engineering\, Platform & AI\, Rohlik Group How do you move an entire engineering organization from manual coding to a state where 70% of the codebase is AI-generated? Michal will share the raw, unfiltered journey of Rohlik’s transition. He’ll cover the architectural shifts required, the cultural hurdles, and a roadmap of what happens when the "boring" code writes itself. **The Agentic SDLC: Building Devin with Devin** * **Ciarán Deasy** \| Forward Deployed Engineer \| Devin\.ai It’s meta, it’s mind-bending, and it’s the future. Ciaran will dive deep into how the team at Devin.ai uses their own autonomous engineer to build... Devin itself. This talk goes beyond simple autocomplete, we’ll explore the **Agentic Software Development Life Cycle (SDLC)** and how global enterprises are leveraging Devin to solve complex engineering tasks that were previously thought "human-only." **Pioneering Agentic Process Automation** * **Marek Paris** \| Co\-Founder \| Duvo\.ai Marek will bring his expertise from the front lines of Duvo.ai to discuss the product development and deployment. \-\-\-\-\-\-\-\-\-\- **What to bring:** Curiosity & questions A readiness to challenge assumptions and learn something new \-\-\-\-\-\-\-\-\-\- **What can you also look forward to:** It wouldn’t be a proper meetup without great pizza & cold Pilsner Urquell on tap. Come hungry — for knowledge, fun and carbs. \-\-\-\-\-\-\-\-\-\- **When the magic happens:** 17:30 Doors boot-up 18:00 First talk goes live 20:00 Talks end, networking and beer starts 22:00 Event ends \-\-\-\-\-\-\-\-\-\- **Can't make it personally? Don't you worry, we'll record this Meetup, so don't hesitate to check [our YouTube channel for recording](https://www.youtube.com/@RohlikGroup).** **By attending this meetup, participants agree to being recorded and give consent to the publication of the recording on our YouTube channel.**

\~FREE EVENT\~ Meet Locals & internationals People Every Tuesday & Make New Friends🙂 For introverts and shy people (we all are sometimes), we have ice-breaking games and more... so feel free to come by. Everyone is invited to enjoy amazing Cocktails in 135kc only🍸 Beer in 49 kc 🥂🍻 It is organized after our Biggest Event in Central Europe with 234 people in a single event. 🙂 📍LOCATION TEQUILA TALES BAR & MUSIC CLUB Újezd 409/19, 118 00 Malá Strana, 118 00 Prague, Czech Republic (Nearest tram stop- Hellichova & Ujezd) ❓Questions❓ Follow & write to https://www.instagram.com/tequilatales_prg/ *** \~AKCE ZDARMA\~ Každé úterý se seznamte s místními a mezinárodními lidmi a najděte si nové přátele🙂 Pro introverty a stydlivé lidi (všichni jsme někdy) máme hry na lámání ledu a další... tak neváhejte a přijďte. Všichni jsou zváni k vychutnání úžasných koktejlů jen za 135 kč🍸 Pivo za 49 kč 🥂🍻 Je pořádána po naší největší akci ve střední Evropě s 234 lidmi na jediné akci. 🙂 📍 POLOHA TEQUILA TALES BAR & MUSIC CLUB Újezd 409/19, 118 00 Malá Strana, 118 00 Praha, Česká republika (nejbližší tramvajová zastávka- Hellichova & Újezd) ❓Otázky❓ Sledujte a pište https://www.instagram.com/tequilatales_prg/

Hello Beer Enthusiasts! 🍺 Indulge in a delightful beer tasting experience at the NuBeerBar, where they showcase the finest selection of Czech beers straight from their working pub with 11 Czech beers on tap. 📍 **Location:** NuBeerBar, Balbínova 1 📅 **Date:** Every Tuesday, from 27/02/2024 🕒 **Time:** 19:00-22:00 💸 **Event fee:** FREE 🍺 **Beers available**: https://www.nubeerbar.cz/en/#Ontap 💰 **Price**: 174 CZK (Set of 6 beers \* 0.12l at your choice from menu) **Event Details:** We have a table reserved at NuBeerBar, to explore the rich and diverse world of Czech beers through their tasting flights, the perfect way to sample a variety of Czech beers and discover your favorites. **What They Offer:** * **Tasting Flights**: Enjoy a flight of six different kinds of Czech beers carefully curated to highlight the unique flavors and characteristics of each brew. 🍻 * **Working Pub Atmosphere**: Immerse yourself in the lively ambiance of their working pub, where you can mingle with fellow beer lovers and enjoy the vibrant atmosphere. 🎶 * **Knowledgeable Staff**: Their friendly staff are always on hand to answer any questions you may have about the beers they offer and provide recommendations based on your preferences. 💬 *Whether you're a seasoned beer connoisseur or just starting to explore the world of Czech beers, the beer tasting event at the* NuBeerBar *promises to be a memorable experience for all.* We look forward to raising a glass with you and sharing our passion for Czech beer! Cheers! 🍻

**3x3 Basketball** practice in **Gymnázium Na Pražačce** indoor basketball court. **Start at 19h00**. Everybody is welcome, no age, gender nor any restriction of any type to join. We got a full field, rotating with 3x3 matches on each side. Cost: **90 crowns**. Please send the money using the **QR Code** stored here: https://imgur.com/a/thtAJd0 In case of any Opt-out within 24h of the session, or no show, the payment will be due (you still can ask someone to come instead of you, as your spot will be booked)

Join us in Prague for an engaging evening of connection and community, hosted by MSD Czech Republic. This informal gathering will take place in “The Sky Lounge,” offering a welcoming space to meet peers, exchange perspectives, and build meaningful relationships across industries. The evening will begin with a brief introduction from our host, followed by open networking in a relaxed setting. Whether you’re looking to expand your network or reconnect with familiar faces, we hope you’ll join us for a thoughtful and enjoyable experience. The Executive Women’s Forum (EWF), a division of DSG Global, is a trusted global community that **engages, develops, and transforms** leaders in cybersecurity, risk, and technology. Through a comprehensive leadership development ecosystem, EWF equips individuals, teams, and enterprises with the capabilities, confidence, and collaboration required to lead and thrive in an AI- and cyber-driven world. **Why you should attend?** * Build meaningful relationships across industries * Relaxing after work event * Practical ideas you can apply in your own work **Program:** **17:00 – 17:30** Registration & coffee **17:30 – 17:45** Welcome **17:45 – 18:30** Networking Could you please register on [EWF site](https://www.ewfglobal.com/event-details/prague-networking-event-hosted-by-msd/). Thank you ! See you there! Please note: photos and/or short videos may be taken during this event for use in our promotional and marketing materials (website, social media, newsletters, etc.). If you prefer not to be photographed or recorded, please let an organizer know when you arrive and we will do our best to accommodate your request.

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.

**🔥 TechTalk #5** Každá generace má svůj „konec světa“. Někdy to byla jaderná válka. Někdy internet. **Dnes je to AI.** Jedni říkají, že zachrání svět. Druzí, že vezme práci a zničí IT. Realita bývá vždycky někde mezi. Proto tentokrát nechceme keynote ani marketing. Chceme otevřenou technickou debatu o tom, co AI skutečně dělá s vývojem, architekturou a odpovědností za software. **🔥PANELOVÍ HOSTÉ NA ROŠTU:** **🗣️ #1 - [Jan Sládek](https://www.linkedin.com/in/honzasladek/) (CEO [contember](https://www.contember.com/))** **🗣️ #2 - [Michael Žabka](https://www.linkedin.com/in/michael-zabka) (CTO [signageOS](https://www.signageos.io/))** 🗣️ **#3 - [Miloš Čermák](https://x.com/cermak) (novinář v [jednoprocento](https://www.jednoprocento.cz/))** **TÉMATA Z APOKALYPTICKÉ KUCHYNĚ:** 🔥 Budeme **rozumět kódu**, který AI generuje? 🔥 Jak budeme dělat code review něčemu, čemu **nikdo nerozumí**? 🔥 Je **halucinace** stále téma nebo pomalu **zaniká**? 🔥 Security, agent **prompt injection**, úniky kódu a porušování **vlastnického práva**. 🔥 Dříve jsme byli **placení za psaní** kódu; teď jsme **placení za čtení** a kontrolu. 🔥 **Junioři** se nemohou **nic naučit**. 🔥 Anthropic si může napsat **všechen software světa** sám! 🔥 Explozivní růst **technického dluhu** maskovaný produktivitou. 🔥 Tiché **selhávání AI projektů**, o kterých se **veřejně nemluví**. **Podíváme se na to, co dnes AI skutečně dělá s vývojem** – od generování kódu, testů a návrhů architektury přes explozivní růst objemu kódu, kterému už nikdo pořádně nerozumí, až po nový typ technického dluhu maskovaný produktivitou. **Nebudeme řešit, jestli nám AI vezme práci. Budeme řešit, jak se změní odpovědnost za software a jak udržet kvalitu systémů v době, kdy stále větší část kódu vzniká strojově.** Panel bude proložen krátkou technickou přednáškou z praxe: * ⚡ **(překvapení)** 🪢 Celým večerem vás bude opět provázet **[Marek Velas](https://www.linkedin.com/in/marek-velas)** (**[edupunk.cz](https://www.edupunk.cz/)**), který se postará o to, aby diskuze nepřešla v generování náhodných výkřiků a měla spád. \#\#\#\# KDY A KDE: * 📅 **Datum:** Ve středu 20. 5. 2026 * ⏰ **Čas:** 18:30 - 22:00 * 📍 **Místo:** signageOS s.r.o., Evropská 11/2758, Praha 6-Dejvice Těšíme se na setkání! Přijďte, dokud nás ještě nenahradili roboti 🤖💣

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 \-\-\- **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) \-\-\- **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. \-\-\-

Join us on Saturday to help the organisation Šatník sort through their donations! There will be plenty to do, as weekends tend to be busiest. We will be given instructions at the begging of the day, then help sort and organise new and existing donations. Šatník is a organisation that redistributes donated goods to single parent households and struggling families, to help relieve their stresses and give old - still useful - items a new home! If you have any questions, reach out to Julia +420 737 890 656

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

**Talks:** **BE-A: AI hotelová recepční: Python, fastapi, langchain, TTS/STT, K8s** *by Lukáš Korous* Na praktickém příkladu ukážeme, jak navrhnout autonomní AI systém, který je spolehlivý a zná své limity. Nemusí umět všechno, ale to, co dělá, musí fungovat bez chyb. Podíváme se, jak se to promítá do architektury, testování i provozu. **Schedule** **18:30** – Doors open **19:00** – Talk “BE-A: AI hotelová recepční” 19:45 – Lightning talks: add yours to [https://bit.ly/prpylight](https://bit.ly/prpylight) after 20:00 – Networking **Good to know** * You don’t have to register for this meetup – the actual attendance is much bigger (40–70 Pythonistas) than indicated in the “Going” list here. * **Cash only payments – club doesn’t accept cards.** * Talks at Pyvo are mostly in Czech but it there’s somebody who doesn’t understand Czech talks are switched to English if the speaker is able to do so. * Besides both soft drinks and beer it's possible to eat at the club. Choice is variable and consists of 4 to 7 options ranging from toast, sausages and soup to fried cheese in a bun, goulash or schnitzel. * Club closes at midnight.

Upozornění: Není nutné si platit na této platformě jakékoliv členství! Note: You don’t need to pay for any membership on this platform! 18:30 **Přivítání a úvod/Welcome and introduction** *(Ondřej Smrž/Martin Kahoun)* 18:40 **Botanica 3D: Foliage in virtual worlds/Vegetace ve virtuálních světech** *(Vladimír Nejedlý + Hynek Svatoš - BOTANICA)* EN: This talk presents *Botanica*, an indie tool designed for the creation and management of vegetation assets in virtual environments. It focuses on procedural, non-destructive workflows that enable fast generation of plants ranging from grass and flowers to complex trees, while making it easy to produce and maintain large numbers of variations. A live demonstration guides the audience through the entire process of plant creation, from initial design to integration in Unreal Engine. CZ: Přednáška představí *Botanica*, nezávislý nástroj určený pro tvorbu a správu vegetačních assetů ve virtuálních prostředích. Zaměřuje se na procedurální, nedestruktivní workflow, který umožňuje rychlé generování rostlin od trávy a květin až po složité stromy, a zároveň usnadňuje vytváření i dlouhodobou údržbu velkého množství variací. Živá ukázka provede publikum celým procesem tvorby rostliny, od prvotního návrhu až po integraci do Unreal Engine. 19:40 **ROBLOX: Game engine pro nejhranější UGC hru na světě/Game engine for the world’s most-played UGC platform** *(Michal Benátský - ROBLOX)* CZ: Jak funguje rendering engine, který musí běžet skoro úplně na všem a přitom zobrazuje jeden a ten samý obsah? Od deset let starých Android telefonů až po nejnovější PC. Každý den, na témeř stovkách milionů zařízení. Jeden z leaderu na enginu je i Čech: Michal Benátský, Principal Software Engineer, který byl jedním ze tří zakládajících rendering programátorů v Robloxu a už 11 let pomáhá určovat směr jeho vývoje. Dnes na enginu pracuje tým přibližně 25 lidí a jde o jeden z nejpoužívanějších enginů na světě. Talk se zaměří na to, jak engine skutečně funguje. Jaké kompromisy jsou nutné pro extrémní scalabilitu a výkon. EN: How does a rendering engine work when it has to run on almost everything, yet display the exact same content? From ten-year-old Android phones to the latest PCs. Every day, on nearly hundreds of millions of devices. One of the engine’s leaders is Czech: Michal Benátský, Principal Software Engineer. He was one of Roblox’s three founding rendering programmers and for the past 11 years has helped shape the direction of its development. Today, the engine is developed by a team of roughly 25 people and is among the most widely used engines in the world. This talk will focus on how the engine really works, and on the trade-offs required for extreme scalability and performance.. 20:30 - 21:00 Ukončení akce a přesunutí do blízké restaurace / End of the event and move to a nearby restaurant Originál Formanka https://maps.app.goo.gl/QUE5cnqsJ2vankJk8

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

This is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

**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

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.