Python

¿Te gustaría aprender Serverless construyendo algo real, práctico y divertido? En este workshop trabajaremos con **Serverlesspresso**, una arquitectura basada en eventos construida sobre AWS que nos permitirá explorar cómo diseñar soluciones modernas, escalables y eficientes usando servicios completamente gestionados. Durante la sesión veremos cómo integrar múltiples servicios Serverless para construir una aplicación funcional, entendiendo cómo se conectan, cómo escalan y cómo aplicar buenas prácticas en producción. *** ## ¿Qué aprenderás? Fundamentos de arquitecturas Serverless orientadas a eventos Integración de servicios como Lambda, API Gateway y DynamoDB Uso de mensajería y eventos para desacoplar componentes Observabilidad y buenas prácticas operativas Cómo pensar arquitecturas modernas en AWS Este es un espacio práctico, ideal para desarrolladores, DevOps, arquitectos y personas técnicas que quieran fortalecer su experiencia construyendo soluciones reales en la nube.

**\*\*\* Recordatorio:\*\*\*** Para el ingreso a la Universidad Libre será obligatorio diligenciar el siguiente formulario: [https://forms.gle/s1V2dEzdDdSwfaDp7](https://forms.gle/s1V2dEzdDdSwfaDp7) **Streaming en LLMs: Redis, FastAPI y UX como ChatGPT** **Nivel:** Intermedio / Avanzado Aprenderemos cómo implementar una experiencia de usuario fluida mediante el streaming de respuestas de modelos de lenguaje (LLMs). Veremos cómo integrar FastAPI para el backend, el uso de Redis para la gestión de estados o caché, y cómo replicar la latencia mínima que caracteriza a interfaces como ChatGPT. **Ponente:** Sergio Mancilla **Agenda:** * 7:00 pm – Ingreso al salon. * 7:30-8:15 – Charla. * 8:15-8:40 – Q&A y Anuncios de la comunidad * 8:40-9:00 – Networking **Adicionales:** * El evento será presencial en la Universidad Libre. Salón: Auditorio piso 7. * Para el ingreso a la universidad será obligatorio diligenciar el siguiente formulario: [https://forms.gle/s1V2dEzdDdSwfaDp7](https://forms.gle/s1V2dEzdDdSwfaDp7) * El formulario cierra el dían antes del evento a las 4:00pm. * Favor ser puntuales * Se transmitirá por el canal de youtube de Python Colombia * https://www.youtube.com/watch?v=lrKalSlVanc

**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). Topic: Type Annotations with John Cassidy 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 Central OH Python at centralohpython@gmail.com

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

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/

Topic details coming soon. AGENDA: 7:00pm - Opening announcements 7:10pm - Main Topic 7:50pm - Q&A

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