Drupal

## **🗺️ Event Location** The event is at the **OneEleven Co-Working Space** located at 325 Front St W, 4th Floor, Toronto, ON M5V 3S9 ## **Imagine data pipelines that manage themselves.** The global BUILD conference is coming to Toronto, bringing the latest in data engineering directly to you. This isn't a lecture—it's a hands-on, heads-down working session where you will master the next generation of the Data Cloud. Join us for an evening where you won't just watch a demo; you'll roll up your sleeves and build a complete **multi-stage data pipeline** from scratch. We will use **Snowflake's Dynamic Tables**—the declarative approach to continuous data transformation—to create a system that automatically handles dependency mapping, scheduling, and data refreshes. Whether you're a data engineer, analytics engineer, or SQL enthusiast, this is your fast track to eliminating orchestration code and deploying robust, low-latency data products. ## **⚡ What We're Building** * **A Self-Managing Analytics Pipeline** 🔄 We are moving beyond traditional batch jobs and complex external schedulers. You will use **Dynamic Tables** to build an end-to-end workflow—from raw data to an analytics-ready fact table—while Snowflake automatically orchestrates every refresh. You'll walk away with the code and the know-how to deploy production-ready pipelines with unprecedented speed and simplicity. * **The Complete Pipeline Stack** 🛠️ You will get hands-on experience building a real-world data architecture: * **Raw Data Ingestion:** We'll set up your source tables and understand how Dynamic Tables detect upstream changes. * **Multi-Stage Transformations:** We'll create intermediate staging layers with declarative SQL—no DAGs, no schedulers. * **Analytics-Ready Fact Tables:** We'll build the final consumption layer and configure refresh policies for low-latency delivery. * **Monitoring & Observability:** We'll explore how to track pipeline health, refresh history, and data freshness. ## **📅 Agenda** We are running the **"Building Self-Managing Data Pipelines"** track. We will have expert TAs from Snowflake and the community on-site to help you debug and build. * **5:00 PM:** Doors Open, Registration, Food & Networking * **6:00 PM:** **Welcome & Core Concepts** – Why Dynamic Tables Change Everything * **6:30 PM:** **Lab Part 1:** Environment Setup, Raw Data Sources & Your First Dynamic Table (Modules 1-3) * **7:30 PM:** Short Break * **7:45 PM:** **Lab Part 2:** Multi-Stage Pipelines & Building Analytics-Ready Fact Tables (Modules 4-5) * **8:30 PM:** Networking & Social * **9:00 PM:** Event Ends ## **👥 Who Should Attend?** We designed this session to be accessible yet deep. * **For Beginners:** If you are new to data engineering or Snowflake, don't worry. We provide a step-by-step manual and have experts in the room to guide you through every line of SQL. You *will* leave with a working pipeline. * **For Experts:** If you are already a pro with dbt, Airflow, or traditional ETL, the lab provides the perfect sandbox. You can race through the basics and spend your time experimenting with refresh policies, incremental patterns, and pushing the limits of declarative pipelines. ## **💻 Prerequisites** This is a working session! To participate and earn your badge, please bring: * **Your Laptop:** Fully charged (stable Wi-Fi provided). * **That's it!** We will provide a Snowflake trial account and all necessary data during the session. ## **🎟️ Secure Your Spot** Spaces are strictly limited to ensure everyone gets 1:1 support during the lab. Don't miss your chance to eliminate orchestration headaches and connect with the Toronto data community. ### **When** February 17, 2026 *Local Time: February 17, 2026, 5:00 PM – 9:00 PM (EST)* ### **Where** **OneEleven Co-Working** 325 Front St W, 4th Floor, Toronto, ON M5V 3S9

\*\*Please note that this event requires your name and email address for QR code to get access to the building on the event day, you must register or else you will not receive a QR code for access\*\* [Link ](https://forms.office.com/r/kUUNAxpugZ)to Registration: https://forms.office.com/r/kUUNAxpugZ ### Topic 1: Agentic DevOps: Redefining the SDLC DevOps just got an upgrade. Thanks to GitHub Copilot and other AI tools your pipelines can now think ahead, automate the boring stuff, and even nudge you when you’re about to break production (again). This talk dives into agentic AI—the kind of AI that doesn’t just wait for orders but actually helps out, like a proactive teammate who never sleeps. Agentic DevOps is a paradigm that combines human developer expertise with AI-powered tools and frameworks to enhance software delivery. While Microsoft popularized the concept, it’s not limited to their ecosystem. You can apply Agentic DevOps with: \- Coding agents like : Cursor\, Windsurf\, Claude Code\, Codex etc \- Local AI coding agents: Continue\, Cline\, Roo Open-source models: Llama 4, Mistral, DeepSeek, Qwen \- On\-prem deployment tools: vLLM\, SGLang\, TGI \- Agent Frameworks: LangGraph\, AutoGen\, CrewAI\, DSPy etc These are just few examples but choose your preferred tooling and infrastructure, whether on-prem or in the cloud with AWS, GCP, Azure, IBM Cloud, Oracle Cloud, or Alibaba Cloud. Agentic DevOps is about augmenting human capabilities with AI, not about vendor lock-in. Agentic DevOps is for everyone. We’ll show how Copilot helps you write, review, and ship code faster, while Azure keeps the infrastructure humming along. Think: smarter CI/CD, fewer “oops” moments, and more time to focus on the fun parts of building software. Expect real-world examples, best practices, and a few cautionary tales. You’ll leave with practical ideas for making AI a trusted part of your DevOps toolkit—without replacing the humans who still need coffee breaks. Whether you’re a DevOps engineer, team lead, or architect, this session will help you see how AI can make your life easier, your pipelines smarter, and your deployments a lot less stressful. Speaker: **Max Yermakhanov, Microsoft MVP** **Topic 2: Building a Secure Browser Agent with Microsoft AI Foundry & Azure Playwright Workspace** AI agents are moving beyond APIs and command-line tools — they are starting to reason and act inside real web browsers. In this session, we’ll explore how to build a secure, production-minded browser agent using Microsoft AI Foundry and Azure Playwright Workspace, enabling agents to autonomously navigate websites, interact with UI elements, validate outcomes, and report results with transparency and guardrails. Speaker: **Kaan Turgut, Hybrid Cloud Solution Architect** **Topic 3: Introduction to Azure SRE Agent** As organizations increasingly adopt cloud-native architectures, maintaining reliability and operational excellence becomes a critical challenge. Enter Azure SRE Agent—a cutting-edge solution designed to bring Site Reliability Engineering principles into the AI era. This session introduces the Azure SRE Agent, an intelligent, autonomous system that leverages AI-driven insights and automation to monitor, diagnose, and remediate reliability issues across distributed environments. Speaker: **Ehsan Eskandari, Microsoft MVP**

Join us for an exclusive **AWS Toronto Office Visit** hosted by the AWS team, bringing together members from AWS Cloud Clubs across Ontario for an afternoon of learning, insight, and inspiration. This in-person visit is a chance to step inside the AWS office, meet the people building and scaling real-world cloud and robotics systems, and get a behind-the-scenes look at what careers at AWS actually look like. **What to expect:** * 🏢 **Guided Office Tour** – Experience the AWS Toronto workspace and culture * ☁️ **AWS Cloud Clubs Program Overview** – Learn how AWS supports student builders and communities * 🧠 **AWS & Solutions Architecture Talk** – How solutions architects design systems at scale * 🤖 **Amazon Robotics Session** – Explore how robotics and cloud infrastructure intersect at Amazon **📅 Date:** February 17, 2026 **⏰ Time:** 12:00. 12:30 Check-in. – 2:30 PM **📍 Location:** AWS Toronto Office **👥 Audience:** AWS Cloud Club members & partner university clubs (including TMU) Whether you’re curious about cloud careers, large-scale system design, or robotics at Amazon, this is a rare opportunity to learn directly from AWS professionals face to face. Spots are limited. RSVP early.

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $15 and $35 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $15 and $35 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

🥞🎉 **13th ANNUAL PANCAKE TUESDAY DINNER!** 🎉🥞 **A Social + Friends-Making Night (and a Very Good Excuse to Eat Pancakes)** Why stay home when you can come out for **PANCAKES on Pancake Tuesday (Shrove Tuesday)**? 🥞✨ This delicious tradition happens the night before Lent — a time when, historically, people used up all the *butter, sugar, and sweet things* before giving something up for 40 days. (You do **not** have to be Catholic — it’s just a fun tradition I grew up with… and honestly, pancakes are reason enough.) It’s a weeknight, it’s cozy, it’s social, and it’s the perfect excuse to gather, laugh, and make new friends over a plate of fluffy goodness. 🧈🍯 👉 **Please note:** You don’t *have* to order pancakes… …but it’s **highly encouraged** 😉🥞 👉 **Don’t forget to join our WhatsApp group** – [CLICK HERE!](https://chat.whatsapp.com/H59mSCbsAi018gYANrKAnc?mode=ac_t) \*\*\* 🍽️ The Restaurant: **Kos Restaurant – Kensington Market** Kos is one of the **oldest and most beloved restaurants in Kensington Market** and one of Toronto’s top brunch spots. Weekend wait times can reach **an hour or more**, which tells you everything you need to know. They’re famous for: 🥞 Golden, fluffy pancakes 🍳 All-day breakfast 🌟 Fresh, made-to-order comfort food **Menu:** [Click Here!](https://www.kosrestaurant.ca/menu) ⚠️ **PLEASE NOTE:** This is a small diner, and we may be seated at **multiple tables** — but we’ll still be eating pancakes together in spirit. 🥞💛 \*\*\* 🧢 How to Find Me I’ll be outside the restaurant wearing my **Moose Hat** 🫎🎩 ❗ **PLEASE DO NOT GO INSIDE WITHOUT ME** — I’ll only wait **5 minutes** outside. 🚫 **Please don’t call the restaurant** — they won’t have any information about the event. 💬 Message **Mathew** directly with any questions. \*\*\* 💰 Costs 🍽️ **Cost of your meal:** $ (pay directly to the restaurant) 🎟️ **Meetup Fee:** $5 cash in person **or** e-transfer to 📧 \*\*[mathewmaclean@hotmail.com**](http://mathewmaclean@hotmail.com%2A%2A/) This fee helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖 \*\*\* ⏰ A Gentle Reminder This is a **Tuesday night**. If you’re not sure you’ll be able to leave work on time, please wait to sign up until you know you can make it. Members who no-show or change their RSVP on the day may be held accountable per group rules — we want to be fair to everyone and to the restaurant. \*\*\* \#\#\# 🌈 Who Is This For? This group is open to **everyone** who wants to be social, make friends, and enjoy great experiences — whether you’re single or not. We host: 🎬 Movies 🚶 Walks & hikes 🎭 Arts & culture 🍽️ Restaurant outings …and lots of cozy, community-focused events like this one. \*\*\* ⚠️ **NOTE:** Sometimes things happen and events may need to be cancelled — please keep an eye out for updates. 👤 **Organizer:** Mathew Questions? Post on the event wall or email 📧 \*\*[torontomoviesandoutings@hotmail.com**](http://torontomoviesandoutings@hotmail.com%2A%2A/) 🥞✨ Come for the pancakes. Stay for the laughs. Leave with new friends. Honestly… what better way to spend a Tuesday night? 🥰

Hello ClickHouse Enthusiasts! We are excited to be returning to Toronto! You'll have an opportunity to connect with your peers, share industry insights, and learn more about ClickHouse and how folks are using us to solve their big data challenges. **Meetup Details:** * Date: Thursday February 19th, 2025 * Time: 5:30-8pm EST * Location: Spaces Queen West, 180 John Street, Toronto, Ontario, M5T 1X5, Canada The evening will be filled with user presentations, interactive discussions, and the opportunity to network with ClickHouse experts and users. **Agenda:** * 5:30 PM: Arrivals, Check-In and Networking (food and refreshments served) * 6:00 PM Welcome and Introductions * 6:10: Nicolas Joseph - Co Founder, CTO @ FiveOneFour * 6:30: Archie Sarre Wood @ evidence.dev * 6:50: Speaker 3 * 7:00-8:30 PM: Q&A and Networking Space is limited, so register today to confirm your spot! If you’re interested in speaking at a future meetup, please contact zoe.steinkamp@clickhouse.com

¡Hola! Welcome, and welcome back! We meet in the North York Centre, at 5150 Yonge St. (subway: North York), in the Food Court, every Sunday from 3:30 pm to 5:30 pm. Angela will be your hostess. ¡Hasta luego!

MASQUERADE DANCE PARTY Saturday February 21st 7.30pm -12.30 The Palais Royale 1601 Lakeshore Blvd West Join us for a special MASQUERADE DANCE PARTY where you can dance, mix, mingle and have fun dressing up. Complimentary masks and beads will be given out. It’s your opportunity to meet some new friends or maybe meet that someone special. A great DJ will have you energized to sounds of music from the past to the present. Please, no jeans please. The cover is only $25.00 at the door. The parking is free. For more info call 416-236-8222, Complimentary Masquerade masks and beads will be given out.

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/Da9fZFxPfs **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

～English description below～ イベント参加費として、日本人の方(日本で生まれ育ち、現在英語を勉強している方)は$2、日本人以外の方(日本語を勉強している方)は$5頂いております。 皆さんから頂いたお金は、こちらのサイトの維持費や将来のランゲージエクスチェンジ施設利用料やソーシャルイベント等のために使われます。ご理解の程、よろしくお願いいたします。 予約受付開始：土曜日5:00PM(前イベント終了後) 予約取消締切：土曜日12:30PM(当日) 予約受付締切：土曜日1:30PM(当日) スケジュール 5.15 PM - 5:30PM - チェックイン、グループ分け 5:30 PM - 6:15PM - 日本語の時間［または英語の時間］ 6:15PM - 7:00 PM - 英語の時間［または日本語の時間］ イベント内容 ・対面でのLanguage Exchangeを再開しています！参加者のレベルに応じて、事前にオーガナイザーが3〜4名のグループをつくり、そのメンバーで各45分間、それぞれ英語と日本語でセッションを行なっていただきます。決まったディスカッショントピックなどはございませんので、気軽にフリートークや質問をしながらそれぞれのセッションを楽しんでいただければと思います。 ・体調が優れない方、あるいはここ数日中に体調が優れない人との接触があった方は、申し訳ありませんが参加をお控え願います。 開催場所：Atrium フードコート 地下鉄Dundas駅と直結していますが、多少分かりにくいため、特に初めて参加される方は次の方法で来れることをおすすめします。 Dundas駅から地上に出ていただき、Dunsas Streetを西にまっすぐ3分ほど歩いていただきます。 Bay Streetとの交差点北東角にある階段を降りてください。 階段を降りた場所にある入り口から入ったところがフードコートですので、そちらでTJEXのサインボードを持ったオーガナイザーにお声がけください。(わからなければメッセージをお願いします！) 予約規約（⚠️重要） ・当日の不参加、もしくは15分以上の遅刻(5:45PM以降)、また予約取消締切後の変更(13:00以降)は原則不参加(No-Show)とみなします。不参加(No-show)が3回になりますと会員登録が抹消され、退会となりますのでご注意ください。 ・イベントに遅れそうな場合は必ずオーガナイザーまでメッセージをお願いします。イベント開始時間にいるメンバーでグループを組み直すこともあるので、連絡なしで到着された場合はイベントに参加できない可能性もあります。原則、30分以上遅れての参加はご遠慮いただいております。あらかじめご了承ください。 キャンセル待ち ・満席の場合、”キャンセル待ち”リスト(waiting-list)にご登録いただくことが可能です。“参加予定”リスト（going-list)中に空席が発生した場合は、”キャンセル待ち”への登録が早かった方を優先に、”参加予定”へ移動いただけます。 ※ご注意※ ・空席ができた際は、自動的に”キャンセル待ち”より”参加予定”へ変更されます。この時にMeetupよりお知らせがあるかはわかりません。 ・システムにより自動的に”参加予定”とされ、それに気づかずに参加しなかった場合でも、不参加とみなされますのでご了承ください。 ・上記の理由により、確実に参加できる場合のみ”キャンセル待ち”への登録をお願いします。予定が入ってしまった場合は、”キャンセル待ち”にいる場合も必ずイベント当日の午後1時までに予め”不参加”リストに移動させてください。 質問 こちら (https://www.meetup.com/tjex-ca/pages/1274142/FAQ/)をご参照ください。または、オーガナイザーまでお問い合わせください。 Instagramアカウント @tjex.ca 最新情報やミートアップの様子を掲載しています。 ぜひこちらもフォローお願いします！ _______________________________________ ***Although our group is a non-profit organization, we collect $ 5 per English Speaker for every event. All the proceeds are used to run this website and for social events*** RSVP: RSVP open: 5:00 PM (Saturday after previous event) RSVP cancel deadline: Saturday, 2:00 PM (day of the event) RSVP close: Saturday, 3:00 PM (day of the event) Day of Event: 5:15 PM - 5:30 PM - Check-in and Group placement 5:30 PM - 6:15 PM - Japanese conversation 6:15 PM - 7:00 PM - English conversation Event Description: This is an in-person language exchange! Members are placed into groups of three or four based on their language level. Each 45 minute session consists of friendly casual conversation, and/or informal study. Optional Dinner : After the Language event, we usually go for Dinner. Dinner is optional, you may or may not join the Dinner, it depends on you. However, Dinner is only for Participants that joined on the day of the event. Event Location: Atrium Food Court The food court is directly connected to the Dundas subway station. Leave the subway station and walk west along Dundas Street. At the intersection of Bay Street and Dundas Street, you will find an entrance. Proceed down the escalator. The food court is on the basement floor. Please talk to the organizer with the signboard showing TJEX. (If you can’t find them, please send a message to the organizer.) ⚠️RSVP & Late Policy: If you are unable to join on the day of the event, please change your status from 'going-list' to 'not going-list'. Failure to Not show up will result in 1 No -Show. Also, in case of arriving 15 mins late to the event will result in 1 No-Show. Members are removed from the group after 3 No-Shows. Waiting List: Members can join the waiting-list even if an event is full. When a spot becomes available, we will move you to the going-list. Going List: Only Members on the going-list can participate on the day of the event. Group Instagram - @tjex.ca Feel free to follow us!

Join us for an evening of French conversation at B Espresso Bar in the atrium of the Toronto Royal Conservatory of Music (near St. George station)!
We welcome all levels of French, and it's free\*.
Venez pratiquer votre français! \*While there is no fee to attend this event, guests are expected to purchase something from B Espresso Bar, in accordance with RCM's restrictions on usage of the cafe atrium space. **Building location:** The Royal Conservatory is at 273 Bloor St W, between Varsity Stadium and the Royal Ontario Museum (ROM). There are entrances off Bloor St. and Philosopher's Walk. If you enter from Bloor St through the large glass doors, follow the hallway on the left beside the staircase and turn left at the end. (Closest TTC: St. George) **Notes and restrictions:** The host may or may not attend this event. Attendees are encouraged to seat themselves at two or more adjacent tables, as needed. Please form groups of 6 people at each table; do not rearrange chairs and tables to accommodate more people, as this obstructs the narrow walking space. Guests are expected to order something from the cafe, and are asked to please refrain from bringing outside food or drink. Attendees must leave the building at 8pm when the cafe stops serving. **Contributions:** If you are a regular with us and would like to support the group, please send any contributions by e-transfer to [diskutomeetup@gmail.com.](http://diskutomeetup@gmail.com.) The yearly donation goal and amounts received year-to-date will be tracked anonymously on [this google sheet](https://docs.google.com/spreadsheets/d/18GfqYsis8Cf2XGg4KsKQJsY_0Fv3bsSQHwJAxvC1Km8/edit?usp=sharing). Thank you so much for your support.

Python Toronto is back! Join us for our first meetup of 2026 in [The Adaptavist Group](https://www.adaptavist.com/) office at **43 Front St. East** on **Thursday Feb, 19th** at **5:30pm**! If you are interested in giving a talk, we'd love to have you! Please fill out this form - [Submit a Python Toronto talk](https://docs.google.com/forms/d/e/1FAIpQLSfpNKB0Sbs893xp72M4TxmYGrTyLm4Nh1SSXnCqChP9mx6_9A/viewform?usp=header)! Talks are typically short - typically 5 to 10 minutes, and up to 20 minutes if you've really got something say - and on any topic that would be interesting to a room of Python people - this can be a Python library that has helped you, a research paper you've enjoyed, or an interesting application of AI. The Python meetup is a casual, community oriented meetup hosted by companies that use Python in Toronto. Talks are short, informal, and sometimes ad-hoc. Space is limited! Register now to hold your spot! When/Where * **When:** Feb 19th, 5:30pm – 9pm. Doors open at 5:30, talks start around 6. * Come early to enjoy **snacks** and **drinks** provided. * **Address**: [The Adaptavist Group](https://www.adaptavist.com/) \- 43 Front St\. East\, Toronto\, ON\. For more information about our venue sponsor, [The Adaptavist Group](https://www.adaptavist.com/) , please check out their company website - [https://www.theadaptavistgroup.com](https://www.theadaptavistgroup.com) **Code of Conduct** Python Toronto is dedicated to providing a welcoming, harassment-free experience for everyone, regardless of gender, gender identity and expression, age, sexual orientation, disability, physical appearance, body size, race, ethnicity, religion (or lack thereof), or technology choices. We do not tolerate harassment of any form. Sexual language and imagery is not appropriate for this venue, including talks, workshops, parties, Twitter and other online media. Meetup participants violating these rules may be sanctioned or expelled from the meetup (without a refund where applicable) at the discretion of the meetup organizers. Please email elaine@eswong.ca to report any issues.

**NEW LOCATION: Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: * 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. * 6:30 to 8:00 pm. Main meeting and presentation(s). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com

As you may or may not know--I didn't until late last year--Aristotle wrote extensively on "friendship" in the Nicomachean Ethics. After 69 years the concept of friendship still creates questions and uncertainty. I had close friends in high school and for a few years after high school but our interests diverged and people moved all over the country so it was hard to maintain connections. * So if I/you haven't talked with a friend for several years, are you still friends? Are we friends who meet at Drunken Philosophy or Omnipresent Atheists? * Can you be friends with someone with whom you have virulently divergent political views? Sartre and Camus could not. * Aristotle regarded friendship as essential to a good life, not merely an added "bonus." Do you agree? * In the Nicomachean Ethics (Books VIII and IX), he claims that wealth and power are meaningless without friends. Trump has wealth and power but seems to have no real friends, but wealth and power seem meaningful to him in perverted ways. Can you have meaning in your life without friends? * Do men and women view and maintain friendships in different ways? * Aristotle categorizes friendship into three types, based on what forms the bond: * **Utility**: Based on mutual benefit, but this type is fragile and ends when the usefulness ceases. * **Pleasure**: Based on shared enjoyment (e.g., humor, hobbies). Common among youth but fades as interests change. * **Virtue (The "Complete" Friendship)**: Based on mutual respect for each other's character and goodness. You wish good for the other for their sake, not yours. * **Key Principles of "True" (Virtuous) Friendship:** * **Permanence**: Virtuous friendships last a lifetime whereas those based on utility and pleasure are fleeting. * **Reciprocity**: Requires mutual goodwill; secret or unreciprocated affection does not qualify. * **The "Second Self"**: A true friend is "another self"—their virtue helps you understand and improve yourself. * **Time and Intimacy**: Deep ("complete") friendships are few, built on time and shared experiences. * **Self-Love and Friendship:** * Good friendship starts with being a friend to yourself. * They distinguish shallow egoism (chasing honors) from real self-love (pursuing virtue). * A virtuous person’s pleasant self-company allows them to be a stable, good friend to others. * Aristotle argues that one's social circle ultimately reflects one's character—a view with striking relevance today. Well--the Drunken Philosophy social circle certainly reflects good character!

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Meeting @ Improving's office in Downtown Columbus, near Cosi. Parking is paid, food & drink are free! This time we're hanging out after the long winter break. We are going to look at a group-member's project used to help learn the fundamentals of Go, and if time allows, we can take a look at how we like to build Go projects using AI.

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

Early-bird coffee and conversation at [Good Cafe](https://goodcafeeaston.com/)!