PostgreSQL

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. \-\-\-

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

**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

• 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/)

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) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 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)

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.

Come and join us for a fun, friendly, but competitive game of 7-a-side. All abilities welcome. Artificial, outdoor pitch all year round, whatever the weather. The game starts at 19:30, please be ready to play by then. This football training event is organized by **Taverners FC z.s.** (IČO 23530791). By taking part in this event, each participant confirms that they are responsible for their own health and physical condition. Participation is voluntary and at the participant’s own risk. Taverners FC is not responsible for any injuries, health problems, loss, or damage that may occur during or as a result of participation in the event. Each participant confirms that they are fit to participate. IMPORTANT! A place is ONLY guaranteed for those who are on the list for the event. If you are on the waiting list, please wait patiently until you are on the actual list. Even if you see free spots on the list, but you are still on the waiting list, a place is NOT guaranteed. Also, we do last-minute subs in the Facebook group every Thursday afternoon: https://www.facebook.com/groups/tavernersprague The game costs 60 crowns. Ways to pay: 1\. With cash\. Ideally\, with exact change\, or no more than a 200 crown note\. 2\. On Revolut \- @simonalperovich / QR code at the game\. Late cancellation after 14:00 on the day of the event costs 60 crowns.

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.

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

Filozofování o životě a o všem ostatním pro všechny, bez vstupného a bez přihlášky: Co si přejete, s čím si lámete hlavu, co Vás nenechá spát, o čem dumáte, o čem sníte, co Vám vrtá hlavou, čeho se bojíte, na co vzpomínáte, o čem přemýšlíte? Nenechte tyto věci jen pro sebe, zkuste rozhovor s jinými lidmi. U nás nejde jen o to, si popovídat, o to taky, ale to máte i jinde. U našeho stolu se pokusíme, spolu *filozofovat*. Nejdříve se dohodneme, jaké téma budeme diskutovat, a pak se do toho pustíme, budeme přemýšlet, rozmýšlet, promýšlet a zamýšlet se, až se nám z toho bude točit hlava, přitom nám budou podporou filozofové všech věků, abychom jí neztratili, tu hlavu. Ani byste nevěřili, jak filozofie může být osvěžující…

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

Hola tod@s! Tenemos otra reunion este viernes en Cafedu! Sois muy bienvenidos!

**The Freshest Speed Friending Event in Town 😎✨** Expand your social circle like eating tapas: bite-sized, fresh, and absolutely zero pressure. 👋 Tapas Topics is built for people who value smaller social circles, natural connections, and a well-structured evening. Get a feel for up to 6 new people a night without going too deep, too fast. We do the heavy lifting for you so you can simply enjoy the freedom of meeting new people with ease. ✅ **10-Minute Rotations** → You get exactly 10 minutes per person. It's the perfect amount of time to see if you click, with an automatic escape hatch to keep everything light and fresh. ✅ **300+ Digital Icebreakers**→ You can wing conversations naturally or simply tap into our app's "conversation menu" for a fresh new topic anytime you want. ✅ **Clear Structure** → No awkward standing around wondering how to start. Everyone gets a comfortable seat, a clear rotation, and a guaranteed chat with all 6 guests. 🔥 **THE BETA TEST** We are perfecting our custom app and rotation flow before transitioning to a paid model. Entry is 100% FREE until the end of June! All we ask in return is your candid feedback afterward. 🕒 **SCHEDULE** 17:30 - Doors open: Arrive early, grab a drink, and log into our web app. 17:45 - The Clock starts! ⏱️ 19:00 - Wrapping up 19:30 - Afterparty 👉 **The Afterparty**: After we wrap up, we naturally transition into our famous social mixer, The Bar Nomads close by. Grab a drink and dive deeper with the people you actually clicked with. (Free entry!) 🍹 👉 **Contacts:** We keep it organic. No automated systems—just ask for their details at the afterparty! 💡 **Good to Know:** The event is hosted in English. It's relaxed, cozy, and open to both expats and locals. Just come as you are! Note: By attending, you consent to being photographed for our community. If you prefer to stay off-camera, no problem—just send me a quick DM before we start.

**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)

**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

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.

**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.

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.

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

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!

**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