Load Testing and Performance

Join us for presentations, snacks, and discussion! This time around we have an agenda of monitoring topics on the complete opposite spectrum. We'll talk about pure hobbyist monitoring topics, AI prompt based workflows and debugging your production Kubernetes clusters when they are on fire. **Special thanks to Nokia and Mark Prosser for hosting us at their downtown office.** **Agenda:** 6:00-6:15 PM: Arrivals and introductions 6:15-6:35 PM: Observability Sidequests 6:35-6:40 PM: Q&A 6:40-7:10 PM: Uh, is this a good idea? Examining the viability of reusable AI prompt-based workflows for developers 7:10-7:15 PM: Q&A 7:15-7:35 PM: Debugging your Kubernetes Cluster when it's on fire. 7:35-7:40 PM: Q&A 7:40-8:00 PM: Q&A, networking and wrap up **Talk 1: Observability Sidequests! - Eldin from Grafana** Eldin will demo some of his personal use dashboards, like monitoring his 3D printer and household CO2 and temperature sensors. **Eldin** helps people make sense of their systems through better observability. He's spent years in support, services, and advisory roles, so he knows what it really takes to make tech work in the real world. These days, he's all about helping teams solve modern observability challenges and systems that actually make life easier. **Talk 2: Uh, is this a good idea? Examining the viability of reusable AI prompt-based workflows for developers - Adriana - Dynatrace** It’s tempting to throw AI onto everything we do these days. But do we have to? Can we be lazy enough to tell our AI assistant to set up our local developer tooling for us with just some well-constructed prompts, without having to rely on our platform engineering friends? Can we achieve the Star Trek dream of saying, “Computer, run level 10 diagnostic.” and the computer would just know? And could it be repeatable and shareable? This talk explores the developer's journey of creating a natural-language, reusable prompt-based workflow with Block's Codename Goose to provision a local development environment. Attendees will learn about: \* MCP and Goose \* The target demo workflow \* Challenges faced, and key takeaways Attendees will also come away with an understanding of the possibilities and limits of creating reusable prompt-based workflows, answering the question: can developers self-provision tools using natural language? And just because they CAN, SHOULD THEY? **Adriana Villela** is a blogger, host of the Geeking Out podcast, CNCF Ambassador, and maintainer of the OpenTelemetry End User SIG. By day, she focuses on Observability and OpenTelemetry, as a Principal Developer Advocate at Dynatrace. By night, she climbs walls. She also loves capybaras, because they make her happy. **Talk 3: Debugging your Kubernetes Cluster when it's on fire - Nikola Grcevski - Grafana** Imagine you have a Kubernetes cluster that’s hosting some number of services, perhaps these services are written in different programming languages, perhaps there are some databases in the cluster too. Now, imagine that this cluster is intermittently experiencing errors and it’s not easy to tell what’s going on. In this talk I will show you how you can add detailed telemetry immediately to a problematic production environment cluster, without any changes to your existing cluster configuration or applications, with the new OpenTelemetry eBPF Instrumentation project. We’ll show you how you’ll be able to get insights into what’s wrong with your cluster or services, by leveraging on-demand distributed traces and connectivity graphs, even if it’s the first time you have heard the term OpenTelemetry. **Nikola Grcevski** has worked as a software engineer for more than 20 years, mostly in the field of compilers, managed runtimes and performance optimization. Most recently he's working on low level application instrumentation with eBPF at Grafana Labs.

\#\# Details \*\*This is a paid event, please register via our Luma Page. You need to have a ticket in order to attend this event: https://luma.com/sales-toronto-feb-9-2026 **Join TechTO for engaging conversations with leaders in tech and sales** Sales Toronto is the ultimate gathering for founders, sales leaders, and ambitious professionals who want to elevate their sales game, drive revenue, and build high-performing teams. This event goes beyond theory - it’s about sharing real stories, practical strategies, and proven tactics from people who have been in the trenches and come out stronger. You’ll hear from top sales experts, fast-growing startup founders, and seasoned executives on topics like scaling outbound strategies, closing bigger deals, building resilient teams, and navigating the evolving B2B sales landscape. TechTO is more than just great content, it’s a community. Expect plenty of networking opportunities to meet like-minded peers, exchange ideas, and spark collaborations that could take your business or career to the next level. **Featured speakers:** [Kirsten Schmidtke](https://www.linkedin.com/in/kirstenschmidtke/), Founder and Sales Coach of [Kirsten Schmidtke Coaching & Consulting](https://www.kirstenschmidtke.com/) [Paul Griffin](https://www.linkedin.com/in/griffinpaulm/), CEO & Co-Founder at[ The Sales Factory](https://www.thesalesfactory.com/) **More speakers will be announced soon! Stay tuned!**

# 🎾 Pickleball + Contrast Therapy Afternoon (Markham) **📅 Date & Time:** **Friday, September 19th, 2:00–5:00 PM** **📍 Location:** Athlete Hub – Ronin/MyAthlete.io, **217 Idema Rd., Markham (Steeles & Woodbine)** **💲 Cost:** $25 per player (save $5 with promo code below) *** ### 👋 About the Event Join us for a unique **3-hour sports & recovery experience** at our Markham gym. * **2 hours of Pickleball** (rotating doubles on 2 courts, max 16 players) * **1 hour of Contrast Therapy** (cold plunge + heat cycle, guided recovery) * **Recovery tools throughout the session** — compression boots, red light therapy, and massage guns available during off-court breaks * Don’t want to get paired randomly? No problem — bring a friend and you can play together! This is not just a drop-in — it’s a chance to **play, recover, and connect** with other athletes in the community. *** ### 🏓 Format * 16 players max → 8 per court * Rotating doubles every \~15 minutes * Everyone gets 6–8 matches across 2 hours * While off court → access recovery stations (compression boots, red light, massage gun) * 1-hour contrast therapy block: * Wave 1 (8 players) → Cold plunge → Heat station → Lounge (\~25 min) * Wave 2 (8 players) → Same cycle (\~25 min) * Social hangout in lounge to finish *** ### ✅ What’s Included * Guaranteed pickleball play (2 hours, rotating format) * Pro-style contrast therapy session (cold + heat cycle) * On-court recovery tools during breaks (compression boots, red light, massage guns) * **Towels provided** * Light refreshments *** ### 📌 What to Bring * Paddle (if you have one — extras available) * Court shoes + comfortable clothes * **Bathing suit + toiletries** (for contrast therapy) * Water bottle * **Bring a friend!** If you’d like, you can register with a partner to guarantee you play together during the pickleball rotations. *** ### 💲 How to Register This event is limited to **16 players only**. To confirm your spot: 1. RSVP here on Meetup 2. **Register & pay** on **[MyAthlete.io](https://myathlete.io/org_profile/1757696830905x685739735532699600)** 3. Buy a **Trial** and use promo code **MEETUP20** at checkout to save $5 for your first time. ⚠️ Meetup RSVP alone does *not* guarantee your spot — registration must be completed on MyAthlete.io.

**Drop-In Pickleball at the Miles Nadal JCC** Come play one of the fastest-growing sports in North America — right in the heart of the Annex! Join us for friendly, active Pickleball at the Miles Nadal JCC, just steps from Spadina Station. It’s a great way to stay active, meet new people, and have some fun! \*\*\* **🏓 Event Details:** **Location:** 750 Spadina Ave. (enter through the Spadina doors) **Check-In:** Stop by security and check in at the front desk when you arrive. \*\*\* **🏓 Registration & Payment (Required in Advance):** **RSVP on Meetup does *not* reserve your spot.** To participate in Drop-In Play, you must register and pay in advance via our registration system. 👉 **[Register online](https://app.amilia.com/store/en/miles-nadal-jcc/api/Activity/Detail?activityId=yKE8jJG)** 📞 Or register by phone: 416-924-6211 Space is limited to **6 players** on a first-come, first-served basis. Once full, no additional participants can be accommodated. \*\*\* **🏓 Other Info:** * Paddles and balls are available for loan at the front desk with a **$20 cash deposit and valid ID** * This session is intended for **intermediate players and above** — participants should have a solid understanding of Pickleball rules, scoring, and gameplay, and be comfortable with consistent rallies and court positioning * Courts are rotated regularly so everyone gets a chance to play * Welcoming, inclusive environment \*\*\* Come ready to rally, socialize, and have a great time on the court. We can’t wait to see you there!

Kids Latin & Ballroom Dance Class Mondays | 6:30 PM – 7:30 PM For kids ages 5 and up From fun social dancing to exciting competitive training, this class offers the perfect introduction to Latin and ballroom dance. Taught by a highly certified dance instructors in a spacious dance studio, kids will build confidence, coordination, and rhythm—all while having a blast! Whether your child is just starting out or ready to take the stage, we welcome all levels! Dance fo rhe Rhythm Text (647) 202-6236 Rosalie

**Click the link below to reserve your spot:** **[https://energeticmagic.thrivecart.com/mindset-reset/](https://energeticmagic.thrivecart.com/mindset-reset/)** Why Your Brain Is Chemically Rewarding You For Staying Stuck Below Your True Earning Potential Most coaches hitting the almost-six-figure ceiling aren't struggling with their marketing or offer. They're trapped by something far more powerful - a deep-seated reality addiction around money and success. You've built a solid coaching business. You have testimonials that prove your value. Your clients get real results. Yet somehow, consistent $10K+ months remain frustratingly out of reach. Every time you get close to breaking through, something happens: * You discount your rates when a potential client hesitates * You overdeliver to justify your prices * You feel a nagging discomfort when thinking about charging more * You work harder instead of leveraging what's already working The problem isn't your coaching ability. It's the unconscious stories you believe about wealth that create unnecessary friction in your business growth. What "Reality Addiction" Is Costing You Reality addiction is the unconscious belief that your current financial ceiling is "just how things are" for coaches like you. It's the voice that whispers: *"Making more means working more."* *"If I charge premium rates, I'll price out the people who need me."* *"Successful coaches are just better at selling than I am."* These limiting beliefs aren't just in your head — they're actively sabotaging your business decisions, creating a cycle where: * You undercharge for your services * You overwork to compensate * You feel resentful about the imbalance * You burn out before reaching your goals I know because I was stuck in the same cycle. Making $8K months but unable to break through to consistent five-figure months until I addressed my reality addiction around wealth and success. What You'll Discover in This Free Workshop Once you join you'll feel the tension in your chest release as you finally understand why making money has felt so difficult. During our 60-minute session, you'll experience: \- The exact moment you recognize the invisible reality addiction that's been holding your income back—and feel immediate relief knowing it's not your fault \- A profound shift as you see other successful coaches breaking through the same blocks that have kept you stuck \- The liberating feeling of having a clear path forward instead of pushing that boulder uphill every day \- The quiet confidence that comes from knowing exactly which stories to release so you can finally command premium rates without the guilt When you apply the framework I'll share, you'll wake up feeling excited about your business again instead of exhausted by it.  “For the first time in my life, I felt valued and loved. This work changed everything.” \- Lynn D Security Coach  “He worked on my fear of success, which was blocking me from getting more clients. I felt a huge sense of relief the very next day and started getting inquiries about my services.” \- Nisreen M Reiki Master/Teacher Ready to Break Free From Your Reality Addiction? P.S. I'm including 2 bonuses valued over $1500 after you register... **Bonus #1** \- You’ll be entered in a draw to attend the next Refuel Your Ambitions \($500 value\)\. This class happens the 1st Friday of each month. You'll be informed when the next date is. This is a 3-hour deep dive unearth and obliterate your limiting beliefs and stories of struggle. 5 people will be selected per workshop. Those are good odds! They're even better if people forget to attend or decide to watch the replay. Make sure that’s not you! **Bonus #2** \- You’ll be entered in a draw to enjoy a 1/2\-hour private session with Shiraz \($1000 value\)\. If I can get results in as little as 5-minutes, imagine how much 30 minutes with me can change your life. 1 person will be selected per workshop.

Sufi Whirling Dance Class A Journey from Darkness into Light A moving meditation rooted in the Sufi tradition, guided by breath, balance, and mindful spinning. Open to all levels—no experience needed.

Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.*

On **Friday February 13th,** **join us for The Barber of Seville at The Canadian Opera Company.** What better tonic to the winter blues than a playful, irreverent comedy featuring Gioachino Rossini’s famously bright and exuberant melodies? Count Almaviva is hopelessly in love with Rosina, whose guardian Doctor Bartolo is keeping her locked inside their home. The Count hires Figaro, Seville’s famous barber and schemer, to help true love win the day—for a price. A wonderful introductory opera for audiences of all ages - a colourful production that evokes all the whimsy and wit of the circus, brimming with madcap costumes and outsized sets. My seat is Orchestra Ring, Row 4, Seat DD150. **Purchase The Barber of Seville on Friday February 13th at 7:30pm.** **LANGUAGE**: Sung in Italian with English and French SURTITLES™ **COST** Regular: $35 - $375 + fees Rush: A limited number of low-price tickets (limited to two per person) will be available for purchase online at coc.ca from 4 p.m. for evening performances using this [promo code](https://www.coc.ca/tickets/ticket-services/rush-tickets/index) before selecting your seats. They will also be available from 11 a.m. in person at the Four Seasons Centre Box Office at 145 Queen St. W. All rush ticket sales are final and cannot be refunded, exchanged or replaced. Standing Room: Approximately 60 are available in-person at 11 a.m. on the day of a performance for just $15! They are located in the back rows of Ring 3 (some may be SURTITLES™ obstructed) and Ring 4, each with a hook and a leaning rail; Meetup fee: $5 Ticket Policy: Sales are final and non-refundable. **SIGNING-UP** * **Simply RSVP Yes, [purchase](https://my.coc.ca/2371/2405?_gl=1*1ezzsis*_gcl_au*Nzk3Mjk1MTUyLjE3NjQ2OTE0OTU.) your ticket and post your seat number and I will move you to attending.** * If you plan to buy RUSH, please state that in your RSVP, so I can include you in the reminder so you have the opportunity to meet us. * RSVPs close 1 day prior, and cancellations after will result in a No Show and impact future attendance. * A reminder will go out the day before with my cell and details when to meet, etc. ‐‐----‐----‐‐-------------‐----------- **MEETUP TIME** **Meet me for dinner at: 5:30pm at The Keg at 165 York St.** **Meet me at: 7:15pm** **along the right glass wall, after scanning your tickets and entering The Four Seasons Centre for the Performing Arts at 145 Queen St. W.** **Start time: 7:30pm** Length: 3 hours (incl. an intermission) Enjoy and please post your Comments after!

Elastic and Toronto Women's Data Group are happy to partner together on a community meetup in Toronto! Hear from two leading data professionals, who will share their insights on the Data/ML field, hard-earned lessons, and what the day-to-day really looks like. Whether you’re looking to learn, considering a pivot or advancing your career, this event is for you! Speakers: \- Jen Smith \- VP Engineering \- Jessica David \- Principal Data Engineer Schedule (subject to change): 6:00 pm - Doors open 6:30 pm - Speaker sessions, Q&A 8:00 pm - Networking/chatting Allies are welcome to attend, with the understanding that these events are focused on spotlighting the career experiences of women. **When:** February 12th 6:00 pm **Location:** 8 Spadina Ave See you there!

**Note:** This is a paid event, please purchase a ticket to attend. **Tickets:** https://www.eventbrite.com/e/my-spicy-valentine-cabaret-burlesque-drag-tickets-1980485548589?aff=oddtdtcreator Treat your love to a spicy Valentine's Day filled with cabaret, burlesque, and drag performances that will leave you wanting more! Looking for a unique way to celebrate Valentine's Day? Looking to add a touch of spice to your night? We got you covered! Join us at the Rec Room Square One for an evening of cabaret, burlesque, and drag. This show will entertain, amuse, and might even spice up your Valentine's date night a little! We have incredible professional performers for you, doing cabaret, drag, and burlesque numbers all night. Don't miss out!

**On Wednesday 11th February, join us for Winterlicious at Alder Mediterranean Restaurant, in the Michelin Guide for 3 consecutive years.** Alder’s kitchen is centered around its wood-fired grill and hearth. For the menu, Chef Patrick Kriss of the award-winning and nationally acclaimed Alo Food Group draws inspiration from traditions and techniques long-practiced in and around the Mediterranean – spanning Spain, France, Italy, Greece and Morocco. Whether you’re gathering friends for small plates and cocktails, or diving into a feast of prime meats and fresh seafood, we’ve got you covered. We will also celebrate a birthday. **MENU** APPETIZER (choice) Alder Caesar (speck ham, croutons, lemon parmesan dressing, V) Scallop Crudo (blood orange, grilled avocado, jalapeno, cilantro, GF) Foie Gras Parfait (pear, hazelnuts, grilled sourdough) ENTREE (choice) Organic Salmon (potato cream, sorrel relish, GF) Lemon Ricotta Mezzelune (winter truffle, brown butter, parmigiano, V) Grilled Short Rib (king oyster mushroom, broccolini, bearnaise, GF) DESSERT (choice) Chocolate Cake (gianduja, espresso chantilly, V) Apple Coppetta (ricotta lemon gelato, cinnamon cream, almond streusel, V/GF) Raspberry Ginger Lime Sorbet (Seasonal Berries, V, VG, GF) **COST** Summerlicious Dinner: $75 + tax + gratuity Organizer Meetup fee: $5 **SIGNING-UP** * RSVP Yes and the system will add you to the wait list * To secure your seat, a $25 etransfer (includes $5 meetup fee) is required to hold a seat at the table. Attendees will receive $20 back after dinner - there are no refunds for cancellations or no shows. * Once you are on the waitlist, I will message you my email for the etransfer. * Once the transfer is complete, I will move you to attending. * A reminder will be sent the night before with my cell and all meetup details. Make sure you set up your communication settings to receive. RSVPs close Sunday February 8th. Cancellations will result in a No Show and impact future attendance. **MEETUP TIME** **Meet me at: 7pm inside the front doors of Alder at 51 Camden St.** Please wait for me to arrive, and do not sit on your own prior, so we can get the table requested. Length: 2.5 hours Enjoy and please post your Comments in the event after.

Let's learn Agentic AI! Welcome to our [KSUG.AI Americas](https://us1.ksug.ai) meetup! **Latest promotions** discovered by our community! * **50%** off [Linux Foundation](https://gk.ksug.ai/) EXPIRED, [Get Notified](https://ksug.ai/?notify&ref=meet) for next BIG one! * **30%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.* **Volunteers / Sponsors / Speakers:** [KSUG.AI](https://ksug.ai/?ref=meetup) is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 31,000+ Cloud Native + AI enthusiasts globally. [Volunteering](https://volunteer.ksug.ai/), [Submit Topics](https://speaker.ksug.ai/), [Sponsor Us](https://sponsor.ksug.ai/)! 🚀 **Let's be [kubestrong](https://www.linkedin.com/company/kubestrong/)!** 🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ **30%** OFF [#CNCF Certs](https://cka.ksug.ai/) \- code **30K8SUG** ☸ **37%** OFF [#KodeKloud plans](https://ksug.ai/kk/?ref=meet) \- code **K8SUGKK** 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/discount/?ref=meetup)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 [KSUG.AI - KubeSmart & AI User Group](https://linkedin.com/company/k8sug) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meetup)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

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

This is an in-person meeting. Did you know that unwanted emotions like loneliness, sadness, hopelessness, anger, fear, anxiety, 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 chemical imbalance in your brain due to some nebulous chemical reactions 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. For instance, let's say you are already carrying a huge load on your back, then you cannot take on much more, but, let's say something else happens to you, such as the difficulties from the Pandemic, then the resultant combined weight on you can take you over the edge, kind of like the straw that break the camel's back. When this happens, people's attention usually goes to the straw that was added, but actually the majority of the weight had come from the huge load that were already there, holding a person down and causing a person issues. So how do you remove the huge load that was already there? How do you lighten them up? Is it possible to get rid of them? That is what this meeting will be all about. 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 Dianetics and Scientology Life Improvement Center of Central Ohio.

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

How do we recover from having had a toxic or narcissistic ex? How do we move on from the past, especially something as traumatic as a divorce or breakup? How do we avoid anxiety and depression? How do we have more self esteem? In this meeting, you will learn the mental health secrets to help you quickly get over the past and heal your mind. 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 Dianetics & Scientology life improvement center.

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

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads**®**, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)