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Development

Beat the Plan: Probabilistic Strategies for Successful Software Delivery at Scale

Large-scale software delivery demands managing complexity across teams and organizations. Similarly to betting strategies in Vegas, embracing probabilistic thinking helps tackle uncertainty, shifting from rigid plans to adaptive systems. By making informed bets and designing for change, leaders can control volatility, respond to evolving conditions, and drive success in dynamic environments.

All in development

Architecture & Design

Evolving Your Architecture: Essential Steps and Tools for Modernization

Camilla Crispim discusses aspects of architecture that require assessment, methods for conducting these assessments, and the tools available to facilitate the process and support decision-making.

AI, ML & Data Engineering

Trends in InfoSec: Data Minimization, Autoclassification, and Ethical AI

Rachael Greaves provides a summary of the requirements for data lifecycle management, the technology approaches, and the risks, and includes a Data Minimization Best Practice Checklist.

All in ai-ml-data-eng

Culture & Methods

Virtual Panel: How to Become a Principal Engineer

As a software engineer or individual contributor, the next step in your career can be to become a principal engineer. The path to becoming a principal engineer at companies can feel unclear, which can inhibit individual engineering careers. But that also provides opportunities for engineers to invent and shape the role of principal engineers.

All in culture-methods

DevOps

From Local to Production: a Modern Developer’s Journey towards Kubernetes

Urvashi Mohnani discusses the full developer experience of writing an application, containerizing it locally, deploying it to a Kubernetes cluster, and debugging Kubernetes applications locally.