Database Development

We're excited to be heading to Civo Tech Junction for our March meetup. We'll have some great talks, detailed below, and drinks and food for everyone. **We are short of volunteers so please get in touch if you can help with logistics on the night**. **6:00pm - Arrival** **6:45pm - Introductions** **7:00pm - The Talks** **Building Secure CI/CD for Multi‑Cloud: An AWS Builder’s Perspective - Alam Ahmad** “Shift left on security” sounds simple until you’re juggling AWS and Azure, Terraform templates, and CI/CD pipelines moving faster than you can keep up. In this talk, AWS Community Builder Alam Ahmed shares how he brought practical, automated cloud security to life across multiple cloud environments without slowing delivery. Through real‑world stories and live demos, Alam shows how to embed policy‑as‑code tools like Checkov and Trivy into GitHub Actions, GitLab CI, and Jenkins pipelines. Expect working examples you can drop into production and see how open‑source tools (Terraform, Prowler, Trivy, and more) can help teams catch misconfigurations before they ship. You’ll learn how to bridge security patterns between AWS and Azure, apply Security‑as‑Code that actually works, and harness the open‑source ecosystem to move faster while staying compliant. Alam Ahmed began his career in a Network Operations Center before shifting into cloud security and automation. He’s an AWS Community Builder in Security, a regular meetup speaker (Elastic London, Yorkshire DevOps, Cloud Native London), and an open‑source contributor pursuing opportunities as a Junior Cloud Engineer or Application Support Engineer. His talks connect hands‑on ops experience with actionable security automation for the real world. **Into the Agentic Mud Fight: Surviving the Shift from Scripts to Vibes - Ivan Pedrazas** We started with Copilots, then the AI IDEs arrived. Then the Terminal took the spotlight with Claude Code, which was nice... until the OpenClaw landed, and now we're knee deep in an "Agentic Mud Fight", and the DevOps community is caught in the crossfire. While AI Agents promise a future of self-healing infrastructure and autonomous deployments, they introduce a radical paradigm shift. We are moving from deterministic, script-based automation to probabilistic, goal-oriented autonomy. DevOps was built on the comfort of "if this, then that," but Agents operate on the principle of "this is likely the best next step." Suddenly, we’re wondering if an ever-mutating pipeline is actually the way to go (or just a very fast way to break things). In this light-hearted journey through the trenches, we’ll look at the three pillars of our new daily reality: security, observability and reliability. With two decades of experience in distributed systems, Ivan Pedrazas has spent the last year at the forefront of the AI evolution. He is currently building the next generation of developer tooling, integrating AI agents and MCP servers to create seamless workflows between LLMs and (non-deterministic) production environments. **Participate in a future Meetup** If you'd like to speak at a future meetup, or if you are able to host or sponsor the event, please fill in this [form](https://docs.google.com/forms/d/1FYGHEWTeBb5vVztGGg2YoUJmKR03o9mZaFIghf6vjzo/viewform?edit_requested=true) and we'll get back to you.

We’re keeping things moving in March with a return to one of our favourites, **The Otherist**! Located right in the heart of the City near Liverpool Street and Bank, this place has the perfect relaxed vibe for sinking into some good product chat! It’s an ideal spot to grab a drink, catch up with familiar faces, and meet some new ones - see you there 👋 **About Product Pints:** Product Pints events do away with formal talks and presentations to focus on the things that matter - meaningful connections and interesting conversations for product people. We see a diverse range of folk attending from those looking to enter the product world, CPOs, entrepreneurs, devs, designers, and technology enthusiasts. Whether you're there to get advice on an idea or a pain point, hoping to understand more about what other PMs are doing or simply looking to share a beer with some fellow product people, we'd love to see you there. **If your company might be interested in sponsoring future events in 2026, please reach out to us at hello@productpints.com**

BOOK YOUR TICKET 👉🏼 [HERE](https://itsadate.club/event/speed-dating-in-the-city-123/). Single? South of the river? Ready to connect in a fun and authentic way? Great — this one’s for you! A prime location in Clapham — easy to find but hard to leave. Why? Because Botanica Hall is a welcoming, bright, and comfortable space, making it the perfect setting for an evening of speed dating. Alongside its contemporary aesthetic and convenient location, you can expect a seasonal drinks menu, an outgoing group of single guests, and an It’s a Date host coordinating an unforgettable evening of introductions in The Olive Bar — a secluded area of this central Clapham hotspot. Our host will be at the venue from 19:15 to welcome you. Please arrive on time to check in, grab a drink from the bar, and receive a brief overview of how the evening will unfold. You’ll be offered an optional name sticker, along with a pen and note card to help you keep track of the people you meet. Ladies will be seated at discreetly numbered, well-spaced tables in a comfortable area of the venue. When speed dating begins, gents will join ladies for 5-minute dates to get to know one another. Your host will signal the end of each date and guide gents to move to the next table in ascending numerical order. During table rotations, you’ll have a moment to note your impressions and intentions for reconnecting — for your reference only. Midway through the evening, there will be a 15-minute comfort break to use the restroom, head to the bar, or socialise with new connections. Dating will then resume for the second half of the evening. At the end of the speed dating, the bar will remain open for further socialising. You can then access the event listing in your dashboard to provide feedback on dates and await your matches. If you have any questions on the event or how things will work, please get in contact with James on 07517 065 492 or james@itsadate.club.

Join our weekly mixed 3x3 basketball run, organised by the GG3x3 (https://www.gg3x3.com/), an hour of non-stop 3x3 action based on FIBA 3x3 rules all levels welcome! 3x3 is an Olympic Sport played in teams of 3 in half court, and is a fun way of experiencing the game of basketball. 3x3 is particularly suited to basketball beginners as you get more touches on the ball, have more space to move into off of ball screens or when you are playing off the ball. Please join this game using the free GameOn Active app ([download here](https://gameonactive.co.uk/connect.html)) which is a free app we use to organise the run. Crossharbour Montessori Day Nursery is 1 min walk from Crossharbour DLR station. On arrival, please let reception know that you are there for a basketball session and you will be let through, at the courts please ask for Scotty. We look forward to balling with you there!

Hiya Women in UX! We’re so excited to host our next informal networking drinks of this year, on Tuesday 31st of March! Join us to talk about all things UX design, research, content and... probably AI, let's be honest. 📍We'll meet at Two Floors on Kingly street, right next to Cahoots. When in doubt, ask for Andrea. 🌟If there are no more available spots left here, you can also RSVP ON [EVENTBRITE](https://www.eventbrite.co.uk/e/women-in-ux-march-informal-networking-drinks-tickets-1984720154409?aff=oddtdtcreator). Spaces are limited so book sooner rather than later as it's first come first served. 🍸 Please note that this event isn’t sponsored, so any drinks you order will need to be paid for at the bar. 💌 Stay connected with us by following our [LinkedIn](http://linkedin.com/company/women-in-ux). See you there xx Women in UX

**Stop Experimenting. Start Delivering. Go from Proof-of-Concept to Production.** We continue with **Part 2** of our **AI Ops with Databricks** series, where we explore how to move from AI experimentation to real, production-scale value. In this session, **Wynand Jordaan** and **Matthew Thomson** will unpack the practical steps, architecture patterns, and operational best practices for delivering **AI at scale** using Databricks. We’ll discuss: * How AI Ops bridges the gap between data science and production systems * Leveraging Databricks to operationalise machine learning workflows * Building robust monitoring, observability, and governance for AI models * Expert heuristics, tips, tricks and rules of thumb for building reliable agentic systems * Real-world examples of accelerating AI delivery and reducing time-to-value Whether you’re a data engineer, data scientist, or tech leader looking to scale AI impact, this session will give you actionable insights and a roadmap to production success. **Speakers**: * **Wynand Jordaan** – AI & Data Engineering Specialist, passionate about scaling intelligent systems in production. * **Matthew Thomson, PhD** –Director for Architecture, Consulting and Enablement for UK&I at Databricks, focused on helping customers build and deploy Apache Spark and machine learning models at scale. Join us to learn, share ideas, and connect with others shaping the future of AI operations.

**Details 🚀** This meetup is a **vibe coding jam** where we use [BeyondPlay](https://www.beyondplay.xyz/) to turn ideas into playable games! Whether you’re an experienced vibe coder or have never written a line of code, you’ll fit right in. You can use [BeyondPlay](https://www.beyondplay.xyz/) or any AI tools you like. Let's see what we can build together before the last order 🍻 **Format 🛠️** We’ll be teaming up in small groups (3–4 people). Everyone gets the game challenges, and then it’s heads-down building with your teammates. The goal is to **vibe, learn from each other, and see where the collaboration takes us.** **New to vibe coding? ✨** No worries! We begin with a simple starter guide with example prompts and tips so even total beginners can dive in without stress. *** **Schedule 🕒** *(Doors open early so we can settle in — aim to arrive by 6:50 PM so we can kick off on time)* * **7:00** – Presentation * **7:25** – Assignment + team formation 🤝 * **7:30** – **Round 1:** Build together 💻 * **8:15** – Break (grab a drink, swap ideas, hang out) 🍺 * **8:30** – **Round 2:** Keep building 🏗️ * **9:00** – Optional demos 📺 * **9:15** – Hang out, network, make friends ✌️ *** **Who is it for?** **Anyone!** Curious coders, tinkerers, designers, artists, entrepreneurs, and anyone who wants to explore AI-powered creativity in a fun, social pub setting. **What to bring:** * **Laptop!** 💻 * **Vibes** ⚡ 👉 **No pressure, no gatekeeping.** Just good people, fun ideas, and some fast-paced collaborative building. \-\-\- Disclaimer: By signing up, you consent to the collection and sharing of your name, email address, photos, videos, and software, unless you explicitly opt out by informing the organizers.

Hey! 😊 We share this event in lots of places! This is a **Speed Dating event** ❤️ **😊 ❤️ Meet your new girlfriend / boyfriend! ❤️😊** 🎫 **GET YOUR TICKET HERE:** (Update: only a few tickets left) 🎫 1 drink comes FREE 🍸🍹 **www.datemap.net/london1 ← Age group: 20s & 30s** **www.datemap.net/london2 ← Age group: 30s & 40s** 🧑‍🤝‍👩We share this in many places - expect **50+ people**. 🙂 😇 No match? Get **50% OFF** your next event! ❤️ 🕊️ **REFUND POLICY:** Just DM us 24h before the event to get a full refund! 😊 ❗We usually sell out about **1 week** before! ❤️ **Why People Love Our Events:** ⚖️ **50/50 gender ratio guaranteed** — we make sure numbers are equal 😌 **Professional host included** — we guide everything for you ☺️ **Relaxed, welcoming atmosphere** — no stress, no awkward moments ✨ **Friendly people** — you’ll be surprised how kind everyone is! 🧭 **HOW IT WORKS:** 🧭 You get a **6 min conversation** with each person ⏱️ You will see question cards on every table! Men move every 6 minutes, women stay seated. At the end, you get your matches. ❤️ 📍**LOCATION:** The venue location is sent to **ticket holders** after you buy. It is always a cafe lounge in the city center. 💌 **QUESTIONS?** Email us! We reply to everyone! 🎫 **GET YOUR TICKET HERE:** (Update: only a few tickets left) 🎫 1 drink comes FREE 🍸🍹 **www.datemap.net/london1 ← Age group: 20s & 30s** **www.datemap.net/london2 ← Age group: 30s & 40s** 🧑‍🤝‍👩We share this in many places - expect **50+ people**. 🙂 😇 No match? Get **50% OFF** your next event! 🕊️ **REFUND POLICY:** Just DM us 24h before the event to get a full refund! ❗We usually sell out about **1 week** before! **😊 ❤️ Meet your new girlfriend / boyfriend! ❤️😊** See you on Saturday! **😊**

We are excited to announce our upcoming Spring Community Showcase. This event is an opportunity for individuals at all skill levels to come together and share their experiences with Rust. Whether you’re working on a personal project, contributing to an open-source initiative, or teaching a concept related to Rust, we invite you to present your work and insights. Take this opportunity to build your confidence and share what you are doing. Speakers === If you would like to give a presentation, please send Ernest a direct message with your talk title and a brief abstract of approximately 60 words. Each presentation will last about 25 minutes, followed by 5 minutes for questions and answers, for a total of 30 minutes. We have four slots available this month. **Dan Groshev** Okmain Library: You have an image, but you want a colour How do you pick a colour that represents an image but also looks good? Dan will talk about his Okmain library, colour science, auto-vectorisation, SIMD, and his experience building it in Rust and PyO3. **Jérôme Étévé** Mockapot: A percolator library in Rust Jérôme is the author of the Mokcaccino library, which started as a way to marry my interests for Rust and for search technology. He will discuss the design, the tricky aspects of Rust he learned along the way, and how Rust and Python complement each other. **Evadne Wu** JavaScript Sandboxing using Deno on top of Elixir & Erlang/OTP. Intelligent AI agents can write code that calls existing APIs in secure sandboxes, allowing higher token efficiency, better performance, and lower per-turn latency. Deno’s primitives in Rust can be integrated into such an agent harness, utilising the Elixir programming language and the Erlang/OTP runtime, which allows you to construct agentic systems that are massively concurrent and fault-tolerant.

Hi folks! Welcome to our April Cloud Native London meetup! Join us to hear from our three great speakers and network with your fellow techies over pizza and drinks, or alternatively chat and following along on Youtube or LinkedIn! 6:00 Pizza and drinks 6:30 Welcome 6:45 From "Trust Then Verify" to "Verify Then Trust": Securing the AI-Accelerated Software Supply Chain (Meghan McGowan, Cloudsmith) 7:15 Keeping Up: Testing in the Age of AI and Cloud-Native (Ole Lensmar, Testkube) 7:45 Wrap up See you there! Cheryl (@oicheryl) **From "Trust Then Verify" to "Verify Then Trust": Securing the AI-Accelerated Software Supply Chain (Meghan McGowan, Cloudsmith)** With AI accelerating code generation and GitOps driving continuous deployments, testing is under more pressure than ever to keep up. Ole will take a step back to see what’s driving the evolution of testing as adoption of Cloud Native technologies and AI for code generation attempts to drive velocity through the roof. How can engineering and platform teams deliver on the need for continuous testing as a scalable approach to quality assurance across the enterprise? And how can DevOps teams leverage AI in testing pipelines for root-cause analysis, automated remediation and intelligent test scheduling - to help push the AI-infused velocity of their dev teams all the way into production? *Ole started building with XML APIs in the late 90:ies and has since then worked with multiple technologies and startups, most notably as creator of SoapUI in 2004 and Chairman of the Swagger / OpenAPI Initiative in 2015. He joined Testkube at its inception in 2021 and is now entirely focused on ensuring its success at bringing continuous testing to the cloud-native space. When not at his laptop he can be found playing a guitar or riding a bike, but rarely both at the same time.* **Keeping Up: Testing in the Age of AI and Cloud-Native (Ole Lensmar, Testkube)** AI has made software teams faster than ever, but it's also quietly outpacing the security and infrastructure built to support them. Drawing on findings from Cloudsmith's 2026 Artifact Management Report, a survey of 505 engineering practitioners across technology, finance, healthcare, and retail, this session examines the compounding challenges that come with near-universal AI code adoption: expanded attack surfaces, hallucinated dependencies, fragmented AI model governance, and the growing operational tax of manual security remediation on top of aging infrastructure. The session moves from data to diagnosis to direction, challenging teams to rethink a foundational assumption — that you can trust code first and verify it later. At AI scale, that posture is no longer safe. Attendees will leave with a clear picture of where the industry's most critical gaps are, how their peers are investing in 2026, and three concrete questions they can bring back to their own teams to identify where to act first. *Meghan McGowan is Principal Product Marketing Manager at Cloudsmith. Before joining Cloudsmith, Meghan spent nearly a decade in the cybersecurity industry focused on security integrations and automation, helping teams operationalize tooling that actually fits their workflows.* *Based in London, she also worked closely on how threat intelligence can be applied to meet specific regulatory requirements, particularly NIS2 and DORA, giving her a grounded understanding of both the technical and compliance dimensions of modern software security.*
 *About Cloudsmith: Cloudsmith is a fully managed, cloud-native artifact management platform that gives engineering teams a single, secure source of truth for all their software artifacts: packages, containers, binaries, and AI/ML models. Built for the scale and speed of modern software delivery, Cloudsmith provides universal repository support, automated security scanning, and policy enforcement at ingestion needed to meet today's compliance requirements.* *[https://www.linkedin.com/in/meghan-mcgowan-4b6bb81b/](https://www.linkedin.com/in/meghan-mcgowan-4b6bb81b/)* ***Check out [https://www.oicheryl.com/cloudnativelondon](https://www.oicheryl.com/cloudnativelondon) if you're interested in speaking or sponsoring.***

**\*\*To book your tickets please go here [https://dateinadash.com/events/london/camden/pop-the-balloon/01Apr2026-7834](https://dateinadash.com/events/london/camden/pop-the-balloon/01Apr2026-7834)\*\*** Get ready for a bold, flirty, and unforgettable night at our Pop the Balloon [Speed Dating](https://dateinadash.com) event, designed for singles aged 21–45 (age guide). This is speed dating with a playful twist, combining real chemistry with high-energy fun and the chance to win an exciting prize. At the event, you’ll take part in a series of short, fast-paced mini-dates designed to keep things exciting and pressure-free. But this isn’t your average speed dating night — each date comes with a decision that could keep you in the game… or pop you out. Here’s how it works: Men start the night holding balloons. Women are given pins. After each mini-date, women decide whether to match or pop. If a man’s balloon is popped, he stays in the game but receives a new balloon in a different colour. Each pop brings him closer to elimination — once all balloon colours are popped, he’s out of the running for the prize. As the night progresses, the stakes rise and the energy builds. At the final stage, any men still holding balloons will line up, and one woman will be randomly selected to pop balloons until just one remains. The man with the final unpopped balloon wins the prize — and if there is a winner, he may choose to share it with someone of the opposite sex he connected with during the evening. Registration opens at 7:30pm, giving you time to check in, grab a drink, and settle in before the event begins promptly at 8:00pm. Late arrivals may not be able to participate, so we recommend arriving early to avoid missing out. Once everyone is ready, the host will guide you through the rules and flow of the evening to ensure everything runs smoothly and fun for all involved. After the final balloon has been popped, we encourage everyone to stay on, mingle, and enjoy the atmosphere — whether you’re celebrating a win, continuing a great conversation, or simply soaking up the vibes. Spaces are limited and demand is high for this Speed Dating event, so early booking is strongly recommended. For any questions about this event, please contact us at [enquiries@dateinadash.com ](mailto:enquiries@dateinadash.com)or call our bookings hotline on 0845 862 1448 (9am–5pm).

Welcome to our second London meetup of 2026, where we discuss Gen AI and Kubernetes! Details below: **Location:** Civo Tech Junction, First Floor, 32-37 Cowper St, London EC2A 4AW **Time:** Doors open at 6PM **Drinks, snacks, talks, and networking.** We’re excited to invite you to our second in-person **DevOps Society Meetup** of 2026, proudly **sponsored by Cast AI**. This event is focussed around Gen AI and Kubernetes, with two really exciting speakers lined up for this one in Carly and Kunal. Format of the Meetup: 6:00pm – 6:30pm — Networking on arrival, with food and drinks provided by CastAI 6:30pm – 7:10pm — First speaker + Q&A 7:10pm – 7:20pm — Break for refreshments and networking 7:20pm – 8:00pm — Second speaker + Q&A 8:00pm onwards — More networking at the venue, then at a nearby pub. *Timings can vary slightly depending on Q&A.* We’re excited to welcome everyone to our next DevOps Society London meetup, where we’ll be diving into two incredibly relevant topics in modern infrastructure: observing GenAI applications in production and optimising Kubernetes clusters. We’ll be joined by two brilliant speakers from the ecosystem who are working at the forefront of developer tooling and cloud infrastructure. As always, expect a relaxed evening of technical learning, discussion, and networking with fellow engineers from across the London tech community. *** ## 🎤 Speaker 1 - Carly Richmond **Developer Advocate Lead @ Elastic** ### Observing AI Applications with OpenLit and OpenTelemetry Observability is the ability to measure the current state of a system. With the rapid emergence of LLMs and GenAI applications moving into production, teams now need deeper insight into how these systems behave in real-world environments. In this talk, Carly will explore best practices for observing production AI applications, covering how engineers can capture logs, traces, and metrics to better understand how LLMs interact within their application ecosystem. She’ll walk through a real example of instrumenting an AI agent application written in TypeScript, using OpenLit to generate OpenTelemetry signals. The session will show the types of telemetry data teams can capture to identify usage patterns, detect errors, and troubleshoot issues commonly seen in production GenAI applications. ### About Carly Carly Richmond is Developer Advocate Lead at Elastic, based in London. She’s a UI developer who also writes backend services, a keynote speaker, and a tech writer who is passionate about helping developers build better systems. Outside of tech, Carly enjoys cooking, photography, drinking tea, and chasing after her young son. *** ## 🎤 Speaker 2 - Kunal Kushwaha **Senior Developer Advocate @ CAST AI** ### Optimizing Kubernetes and Unlocking Blockers with Container Live Migration Kubernetes promises automation, yet most clusters run at around **10% CPU utilisation**, leaving large amounts of infrastructure sitting idle. With endless instance types, constantly shifting prices, and the complexity of modern workloads, maintaining efficient clusters can quickly become a full-time job. In this talk, Kunal explores the real-world challenges teams face when running Kubernetes in production. He’ll cover where Kubernetes automation works well, where it falls short, and why optimisation remains difficult for many teams. Topics include: * Why most Kubernetes clusters are underutilised * The realities of autoscaling in production environments * Challenges around instance types and Spot capacity * Common mistakes teams make with HPA and VPA Once these challenges are laid out, Kunal introduces Container Live Migration as a way to overcome some of these long-standing blockers. To bring the concept to life, he’ll run a live technical demo where Pods running a small video game are migrated across nodes in real time, while the audience participates. The game continues running without downtime, demonstrating how live migration can improve cluster efficiency without disrupting workloads. Please register below to secure your spot. Spaces are limited and available on a first-come, first-served basis. We’re really looking forward to getting the community back together again for our first event of 2026. [Our slack community](https://join.slack.com/t/devopssociety/shared_invite/zt-3mswuylw7-MhJg1IZ70rX_GpJTluG2Cw) \- join in and introduce yourself\! [Our Youtube Channel ](https://www.youtube.com/@DevOpsSociety)for regular podcasts with DevOps professionals + more DevOps content. [Website](https://thedevopsociety.com/) [To partner with us](https://thedevopsociety.com/partnerships) CAST AI website - https://cast.ai/ Thanks! From the DevOps Society team [Ben](https://www.linkedin.com/in/benwhitmarsh/) and [Vytas](https://www.linkedin.com/in/vytasdevops/)

BOOK YOUR TICKET 👉🏼 [HERE](https://itsadate.club/event/speed-dating-in-the-city-143/). Meet a social bunch of singles as you enjoy 5-minute dates with 18 potential matches during this super-popular, fun, and fast-paced Friday evening of introductions. In the heart of The City, just moments from Liverpool St. Station, The Otherist is an elegant and relaxed setting for meeting new people. A spacious and comfortable sunken lounge sets the scene for our speed dating event, a great space for making connections. Great music, a chilled atmosphere, and excellent service from the venue team make this a stress-free evening for all. Our host will be at the venue ready to welcome you at 19:30. Please arrive on time for registration, to grab any drinks from the bar, and receive a summary of how things will work. You will be given an optional name sticker, a pen, and a note card to keep track of everyone you’ve met. Ladies will be seated on tables adequately spaced, discreetly numbered, and arranged in a comfortable area of the venue. When speed dating commences, gents will join ladies for 5-minute dates to get to know one another. Your host will notify all guests at the end of each date, signalling for gents to move to the next table in ascending numerical order. During table rotations, you will have a moment to record on note cards your feelings towards the previous date and intention to reconnect, for your reference only. Midway through the evening, your host will indicate a 15-minute comfort break to use the restroom, head to the bar, or socialise with new connections. Dating will then resume for the second half of the evening. At the end of the speed dating, the bar will remain open for more socialising. You can then access the event listing in your dashboard to enter feedback on dates and await your matches. If you have any questions on the event or how things will work, please get in contact with James on 07517 065 492 or [james@itsadate.club](mailto:james@itsadate.club).

We will revise the basic grammar of the Arabic language. The book, **Arabic Verbs & Essentials of Grammar**, by Jane Wightwick (Third Edition), can be purchased from Foyles or Waterstones or online. [https://www.hatchards.co.uk/book/arabic-verbs-and-essentials-of-grammar-third-edition/jane-wightwick/9781260030990](https://www.hatchards.co.uk/book/arabic-verbs-and-essentials-of-grammar-third-edition/jane-wightwick/9781260030990) We will cover chapter one. Level: beginners, but you must already be able to read the alphabet. This is a monthly event. Note: to make the most of this session, you should read the chapter before hand. Anything you do not understand, we can discuss during the session

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

The April Ohio North Database Training user group meeting will be held on **April 7th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Kayla Boor**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/22562814501129?p=w1cSxeUXFTVeIpZiMw)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract **Accidental friends: How a DBA and an SRE worked together to optimize the system.** This session is focused on how to communicate effectively between teams to improve alert fatigue, performance, and observability. \*\*NEW SPEAKER \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming. 2. Each class in this series has an attendance fee. 3. Each class from BOTH a sign-up and fee perspective is a separate entity. **Introduction:** Our Page Building with Bricks web development class provides detailed instruction for using Bricks Builder, a visual site builder for WordPress, to create and manage websites. Widely considered by many of the world's leading web developers to be the most complete page builder on the market today, Bricks Builder offers a wide range of features and comprehensive tools. Our Bricks Builder web development class provides detailed instructions on utilizing the toolset. The series of courses covers the core features of Bricks Builder, enabling users to design and develop responsive, visually appealing websites. Moreover, the courses are oriented to reinforce a focus on professional, scalable web development. Throughout the series, we focus our page-building instruction on the semantic and structural integrity of the pages in a responsive world. By the end of the 10-class series, participants will have a fundamental understanding of proper web page and website development. **The breakdown of the 10-class series is as follows:** * Class 01 - Survey of Page Builders / What Bricksbuilder Does For You * Class 02 - Boxes, Boxes, Boxes / Sections / Containers * Class 03 - Static Units / Relative Units / Responsive Development And Math Functions * Class 04 - CSS Variables And DRY Development / Classes And Global Styling * Class 05 - CSS Grid And CSS Flexbox * Class 06 - Responsive Development / Breakpoints And Media Queries * Class 07 - Effective Use Of Color / Effective Use Of Images * Class 08 - Beginning To Think Dynamically / Using Templates And Components * Class 09 - Dynamic Styling / Data Attributes And Attribute Selectors * Class 10 - Pseudo Elements / Programmatically Styling With Pseudo Classes Throughout the class sessions listed above, we cover the following key areas of web development with Bricks Builder: * **Introduction to Bricks Builder Interface:** * Familiarization with the builder's layout, including the toolbar, panel, and canvas, and understanding how to navigate and interact with its various components. * **Visual Site Building:** * Techniques for creating layouts using Bricks' drag-and-drop interface, incorporating sections, rows, columns, and elements to build page structures. * **Styling and Design:** * Utilizing Bricks' styling options to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts. * **Dynamic Content and Custom Fields:** * Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box) to build data-driven websites. * **Template Building:** * Creating and managing reusable templates for headers, footers, post type layouts, and other site-wide elements. * **Performance Optimization:** * Understanding how Bricks Builder contributes to fast-loading websites and implementing performance best practices. * **Advanced Features:** * Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality. The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Bricks Builder, catering to both beginners and experienced web developers.

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

**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

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/