Observability

**The Swiss Cheese Defense - Multi-Layer Testing in the Age of Al Agents** Agentic AI is now producing 40% of code, dramatically increasing development flow by 10-20x, which has shifted the engineer's role to guiding agents and orchestrating the process. This rapid acceleration has overwhelmed the traditional, human-paced development pipeline, leading to bottlenecks in reviews, CI/CD, testing, and QA. To overcome this, solutions focus on "Scale Safety Nets," including scaling testing through parallel execution and ephemeral environments for every change, and enhancing deployment safety using feature flags, anomaly detection, and SRE AI Agents. Presented by Luca Bonmassar, CTO at Checkr, who leads the development of software products that help millions of people find their dream jobs while supporting a fair and safe future. With over 20 years of experience, he had excelled at creating and growing software products across various industries, including Fintech, Crypto, Social Media, and AI/Machine Learning.

Segunda reunión de Usuarias/os de R de Santiago/Chile! La reunión pasada compartimos varios proyectos hechos en R y conversamos sobre nuestra experiencia con el lenguaje. En esta segunda reunión mensual seguiremos conectando, compartiendo aprendizajes y proyectos, y creando una red de usuarias y usuarios de R! La reunión será virtual, por Zoom.

Our events are attended by 80 to 100 people each week. meetup numbers are not accurate. # Special series of events coming up soon.California 3x3Happy birthday to a special friend. Special birthday wish a night with a little bit of exotica this tuesday,Dance have fun, Dj all night.Lets enjoy each other meet new people.International night, practice languages, play some games and have a lot of fun...See you all soon 11h

Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church. Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario. What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.) Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.) Workout: 5k run combined with HIIT stations open for all levels Entrenamiento; recorrido de 5km de trote con paradas para hacer entrenamiento funcional para todos los niveles

English (scroll down for Spanish).... run on empty streets with FitFam! All levels are welcome! When: Thursday at 6:30am. Please arrive at 6:25am to find the group and begin the run promptly at 6:30. Español..... Trotar por las calles vacías con FitFam! Todos los niveles son bienvenidos! Cuando: Jueves a las 6:30am. Por favor llegar a las 6:25am para encontrar al grupo y así partir puntualmente a las 6:30.

Our events are attended by 80 to 100 people each week. meetup numbers are not accurate. # Special series of events coming up soon.California 3x3Happy birthday to a special friend. Special birthday wish a night with a little bit of exotica this tuesday,Dance have fun, Dj all night.Lets enjoy each other meet new people.International night, practice languages, play some games and have a lot of fun...See you all soon 11h

Traer mat y buena onda

Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church. Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario. What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.) Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.) Workout: 5k run combined with HIIT stations open for all levels Entrenamiento; recorrido de 5km de trote con paradas para hacer entrenamiento funcional para todos los niveles

**VIVETHINK • International Party + Language Exchange + Pub Crawl 🌎** Check our instagram: [@VIVETHINK ](instagram.com/vivethink) Welcome to VIVETHINK\, the most international experience in Santiago \| Party with locals and travelers from all over the world\. We meet every Friday and Saturday night to practice languages, make friends and party together with themed parties from 8:00 pm to 4:00 am **🕗 8:00 PM – 11:00 PM** Language Exchange + Party Games During the first part of the night you will enjoy: Language exchange (All languages) Karaoke 🎤 Chilean welcome drink, snack or mystery gift 🎁 Board games, ping pong, billiards & table soccer Video games & fun party games Perfect to break the ice, meet locals and people from different countries. **🕚 11:00 PM – 4:00 AM** International Party + Pub Crawl (All included) After 11:00 PM, the night continues with: International party 🎉+ Pub crawl to the best clubs in Santiago (3 Clubs + All entries included) Free drinks during party games + Party gifts 🌍 Tourists & travelers are welcome 💳 Pay at the door (cash or card) Price: $20.000 CLP per person (or equivalent in USD) ✨You can pay half the price for the first experience (Language Exchange) from 8:00 pm to 11:00 pm, and then the rest if you want to join the party. 🎁 BONUS for International travelers Just by joining the event, you also get: 1 FREE Spanish, English or Portuguese lesson +Discounts on the best tours, restaurants and accommodations in Santiago, you get better prices thanks to our partnerships just for international travelers. Are you ready for one of the most international nights in Santiago? Search for VIVETHINK and see what other travelers say about us 🌎

**VIVETHINK • Italian Party 🇮🇹 Free Language Exchange + Pub Crawl** Check our instagram: [@VIVETHINK ](instagram.com/vivethink) Welcome to VIVETHINK 🌎 the most international experience in Santiago Party with locals and travelers from all over the world. This Saturday 25th we have an special edition ITALIAN PARTY 🇮🇹 FREE ENTRY **🕗 7:00 PM – 9:30 PM 🇮🇹** Language Exchange in the most Italian place in Santiago • Quel Bravo Ragazzo During the first part of the night you will enjoy: Language exchange (All languages) Free Entry **🕚 9:30 PM – 4:00 AM** ***GIFT 🎁: If you buy a ticket for the International Party Pub Crawl you get a 100% FREE ITALIAN PANINO 🤌❤️ At Quel Bravo Ragazzo + 30 minutes Open Bar** International Party + Karaoke + Pub Crawl (All included) The best clubs in Santiago (3 Clubs + All entries included) Free drinks during party games 🌍 Tourists & travelers are welcome 💳 Pay at the door (cash or card) Price: $20.000 CLP per person (or equivalent in USD) BONUS for International travelers Just by joining the event, you also get: 1 FREE Spanish, English or Portuguese lesson +Discounts on the best tours, restaurants and accommodations in Santiago, you get better prices thanks to our partnerships just for international travelers. Are you ready for one of the most Italian night in Santiago? 🤌🇮🇹🌎

Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church. Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario. What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.) Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.)

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

You can also join the meeting by Conference Call at (518) 263-8851.

Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"

Some trained COUNT volunteers work together once a month at RMH (http://www.rmhc-centralohio.org/volunteer.php) as Housewarmers (usually on the 1st Sunday from 1 – 5 PM). Some schedule other shifts at their convenience. You may try this out with less fuss by following a "Fast track" or go through the normal process. Fast track • Arrange a time to shadow a COUNT volunteer. Call Dave Nohle at 614-268-9558 (cell). • Show up and try it out. • Complete application, etc. later. Normal process • Complete an online application (http://rmhc-centralohio.org/volunteer/). • Attend orientation in advance. • At orientation you will complete forms agreeing to keep family/patient info private and allowing a background check and tour the facility. • Complete one training shift. Daily shifts are: morning 9 AM - 1 PM, afternoon 1 - 5 PM and evening 5 - 9 PM. • Schedule shifts online using the on the RMH scheduling system (http://www.volgistics.com/ex/portal.dll/?FROM=32895). The Ronald McDonald House (RMH) provides housing and meals for families with sick children. The Columbus RMH is the largest in the world with 137 rooms. COUNT has been volunteering there since May 2014. Housewarmers work with RMH guests to provide a home-like environment - greet, assist with family needs, answer phones, give tours, assist with checkin/checkout, prepare guest rooms after checkout, clean facility, laundry, restock supplies and staff the front desk. RMH Housewarmers volunteer at least one four-hour shift a month. All Housewarmers must complete an application and agree to a background check before they can be full fledged volunteers.

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

When judging morality, should we prioritize **intentions/duty** or **outcomes/results**? It introduces two influential philosophers as representatives of these approaches. * **Immanuel Kant (deontology):** An action is moral when it is done from **duty** and follows rational, universal principles (the **categorical imperative**). Certain acts—like lying—are wrong regardless of the consequences; you can’t do a wrong thing for a right reason. * **John Stuart Mill (utilitarian consequentialism):** The morality of an action is determined by its **effects**, specifically how much **happiness/well-being** it produces. Mill argues that some pleasures are “higher” than others, and that good intentions don’t redeem harmful outcomes. ## Discussion Questions 1. **The lying dilemma:** A murderer comes to your door and asks if your friend is hiding inside. Kant would say you must not lie. 2. **Can good intentions rescue a bad outcome?** 3. **The organ harvest problem:** A surgeon has five patients dying of organ failure and one healthy patient in for a checkup. Killing the one to harvest organs would save five lives, and the math works out for the utilitarian. Why does this feel so deeply wrong? Is that feeling a point in Kant's favor, or just a bias we should overcome? 4. **Do rules need exceptions?** Kant insists moral rules must be universal, with no exceptions. But most of us can imagine extreme scenarios where any rule seems like it should bend. Does the need for exceptions fatally undermine deontology, or is the strength of the system precisely that it refuses to bend? 5. **Who gets to calculate the consequences?** Utilitarianism asks us to maximize good outcomes, but we're notoriously bad at predicting consequences. If we can't reliably know the results of our actions, is it practical to base our entire moral system on outcomes? Does this uncertainty push us back toward rules and principles? 6. **Everyday morality:** Think about a real moral decision you've made recently, even a small one. Did you reason more like a Kantian (what's the right thing to do in principle?) or more like a utilitarian (what will produce the best result?)? Do most people naturally lean one way? 7. **Justice vs. the greater good:** A town can prevent a deadly plague by sacrificing one innocent person. The greater good is clearly served. But is it just? Can an action be morally right and deeply unjust at the same time? 8. **The big synthesis question:** Are these two systems actually opposed, or do they often arrive at the same answers by different paths? Is it possible that we need both: rules to guide us in the moment and consequences to evaluate systems and policies over time?