A GitOps Approach to Machine Learning in Production
Explore GitOps principles for ML in production. Learn to apply GitOps to deployment, onboarding, monitoring, and model lifecycle stages for enhanced traceability and productivity.
Becoming an ML Platform Power Builder with ML Observability
Discover best practices for building effective ML platforms. Learn key components, justification strategies, and how ML infrastructure differs from software infrastructure.
Dagger Workshop: Hands-On Tutorial and Community Collaboration
Master Dagger for streamlined CI/CD workflows. Hands-on tutorial covers architecture, practical applications, and community collaboration. Transform software automation with this powerful cross-language scripting engine.
Navigating Backstage: A Year in Developer Life - Developer Portal Insights
Explore the transformative impact of Backstage developer portal on software development workflows, collaboration, and productivity. Gain insights into real-world scenarios and best practices for leveraging this open-source framework.
Composite Site Reliability Guardians: Ensuring Service and Application Level Health
Explore composite Site Reliability Guardians for monitoring application health across multiple services. Learn to leverage SLOs and Dynatrace's tools for effective service-level and application-level health validation.
Docs, CI Tests, Error Messages, and Interfaces in Julia's SciML - JuliaCon 2024
Explore SciML's infrastructure practices in Julia, covering documentation, testing, error handling, and benchmarking. Gain insights into scalable and reproducible numerical ecosystems for Julia developers.
Modern CI/CD Machine Learning Workflows Using Julia
Explore streamlined machine learning workflows in Julia, integrating package development principles and MLflow for robust, reproducible, and scalable model creation and management.
Anyscale's Governance Suite for Scalable AI Platforms - Ray Summit 2024
Explore Anyscale's Governance Suite for AI platforms, addressing security, controls, and productivity challenges in the era of Generative AI. Gain insights into sustainable AI practices for modern enterprises.
Overcoming Distributed ML Challenges with Ray Train
Unlock efficient distributed ML pipelines with Ray Train. Explore solutions for setup, integration, debugging, fault tolerance, and data processing challenges in scalable machine learning workflows.
GitHub Actions for Documentation - Open Documentation Hour
Explore GitHub Actions for documentation automation, from basic concepts to practical implementation, benefits, and potential drawbacks in this comprehensive technical presentation.
Platform Engineering: Beyond Backstage - Building a Comprehensive Internal Developer Platform
Explore the comprehensive approach to platform engineering beyond Backstage, integrating frontend and backend components for a robust Internal Developer Platform. Learn effective strategies and see a live demo.
Does 'Shifting Security Left' Really Work? - A Developer's Perspective
Explore the concept of 'shift left' in security, its impact on developers, and the effectiveness of this approach for development teams.
Debugging AI: Strategies for Upcoming Talents
Gain insights into AI debugging strategies, from practical tips to handling complex models. Learn about data privacy, continuous monitoring, and effective techniques for junior engineers in ML systems.
Securing Kubernetes: Best Strategies for the Modern Era - Conf42 IM 2024
Explore best practices for securing Kubernetes clusters, covering control plane, node-level, application, and network security strategies. Gain insights into real-world incidents and essential tools for robust K8s protection.
Empowering SRE Teams and Incident Management with AI
Explore how AI revolutionizes incident management for SRE teams, enhancing triage, communication, and analysis. Learn to leverage AI for faster investigations and improved post-mortems in this insightful conference talk.
AIOps in AWS - Best Approach for Predictive Maintenance
Explore AIOps implementation in AWS for predictive maintenance, covering CloudWatch capabilities, data lake approaches, and DevOps Guru for enhanced cloud operations and incident management.
Revolutionizing Incident Management with Cloud Technologies and Java
Explore how cloud technologies and Java revolutionize incident management, from microservices to serverless computing, enhancing real-time monitoring, automated responses, and data-driven insights for faster resolution.
How to Monitor Your Monitoring
Discover strategies for robust monitoring systems, from redundancy and isolation to health checks and cloud services. Learn to effectively monitor your monitoring for enhanced reliability and performance.
Transforming Software Development with Intelligent Automation
Explore the transformative impact of AI-driven automation on software development, focusing on code review and quality assurance. Gain insights into benefits, real-world applications, challenges, and future trends in intelligent automation.
Securing the Supply Chain: A Practical Guide to SLSA Compliance from Build to Runtime
Dive into SLSA compliance for supply chain security using CNCF tools. Explore GitHub Actions, Cosign, Kyverno, in-toto, and Kubescape to secure software from build to runtime in Kubernetes ecosystems.
Infrastructure as Code on AWS
Dive into Infrastructure as Code on AWS, exploring best practices, patterns, and solutions for treating infrastructure deployment like software delivery. Learn to scale and manage cloud resources effectively.