Getting Started with Architectural Decision Records
Learn to implement Architectural Decision Records for transparent, collaborative, and traceable software development decisions. Explore core concepts, benefits, and ideal scenarios for optimizing projects.
Green Software Architecture - Dos, Don'ts, and Some Surprises
Explore green software architecture principles, practices, and surprising insights to design environmentally-friendly systems. Learn to integrate sustainability into daily coding for reduced energy consumption and environmental impact.
Intentional Code - Minimalism in a World of Dogmatic Design
Explore intentional code design and radical simplification in software development. Learn to create more meaningful applications by focusing on every character and challenging traditional design patterns.
Code Security Reinvented: Navigating the Era of AI
Explore AI's role in enhancing code security through GitHub Copilot, featuring practical demos and best practices for leveraging global security knowledge in software development.
Deploy and Monitor ML Pipelines with Open Source and Free Applications
Learn to deploy and monitor ML pipelines using open-source tools. Automate data refresh, generate forecasts, and set up monitoring dashboards with GitHub Actions, Docker, MLflow, and more.
Building Reproducible ML Processes with an Open Source Stack
Explore open-source tools for reproducible machine learning, covering code, data, and environment management. Includes hands-on demonstration of experiment replication using KubeFlow, Git, Minio, and lakeFS.
AI Software Bill of Materials - From EU AI Act to MLOps
Explore the EU AI Act's transparency requirements and learn how to implement an AI Software Bill of Materials in your MLOps processes for enhanced compliance and transparency.
Advancing Responsible AI: Unveiling the Software Carbon Efficiency Rating for LLMs
Explore the SCER initiative for measuring and improving carbon efficiency of Large Language Models, promoting sustainable AI development and renewable energy adoption.
The Open Source AI Dilemma: Crafting a Clear Definition for Open Source AI
Explore the challenges of defining Open-Source AI, balancing innovation with fundamental freedoms. Discuss unique AI aspects, open frameworks, and community-driven solutions for shaping the future of AI development.
Hugging Face Accelerate: Making Device-Agnostic ML Training and Inference Easy at Scale
Learn to simplify ML model training and inference across devices using Hugging Face Accelerate. Explore its low-level interface, hardware compatibility, and scalable deployment features.
Fireside Chat on PyTorch and Machine Learning
Insightful discussion on PyTorch's development, AI trends, and the future of machine learning with industry experts Soumith Chintala and Merve Noyan.
Navigating Turbulent Waters of AI - Building a Secure and Safe Foundation
Explore the challenges of integrating generative AI in software development while maintaining security. Learn strategies for building a secure foundation and safeguarding against emerging threats in this rapidly evolving landscape.
Continuous Integration Tutorial - Building a CI Pipeline for Code Quality
Learn to build a CI pipeline using GitHub Actions and Qodana, automating code quality checks and fixes. Understand CI concepts, importance of automated tests, and practical implementation for improved software development.
Understanding Routable PCIe Performance for Composable Infrastructures
Exploring routable PCIe fabric performance in composable infrastructures using rPCIeBench. Analyzes communication characteristics, traffic orchestration, and develops insights for optimizing flow scheduling in shared fabrics.
Efficient Exposure of Partial Failure Bugs in Distributed Systems with Inferred Abstract States
Introduces Legolas, a framework for exposing partial failure bugs in distributed systems using static analysis, code instrumentation, and abstract state inference for efficient fault injection testing.
How to Deal with Technical Debt in Fast-Paced Environments
Estratégias para gerenciar dívida técnica em ambientes de desenvolvimento acelerado, equilibrando demandas de negócios e manutenção de código em projetos de larga escala.
Empowering Developers: Unveiling the Backstage Internal Developer Portal for Java Development
Explore Backstage, an open-source developer portal framework, to streamline workflows and boost productivity. Learn to create golden paths for efficient software development and deployment using Java.
Bring the Power of AI to Your Application
Explore integrating AI capabilities into applications, focusing on practical implementation strategies and leveraging AI's potential to enhance functionality and user experience.
Blockchain Speaks Python: Building Real Solutions on Algorand
Learn to build blockchain solutions using Python on Algorand. Explore data storage, logic evaluations, and access control. Leverage familiar tools like Poetry and Pytest to deploy fundamental blockchain primitives.
Fine-Grained Authorization with Relationship-Based Access Control
Explore fine-grained authorization using Relationship-Based Access Control (ReBAC) for complex access conditions. Learn to define relationships, deploy services, and see live demos.
Contract-Driven Development: Turn API Specifications into Executable Contracts
Learn to develop, test, and deploy microservices independently using Contract-Driven Development. Discover how to leverage Specmatic for executable contracts and shift-left testing in this live demo-based presentation.