BT

Facilitating the Spread of Knowledge and Innovation in Professional Software Development

Write for InfoQ

Logo - Back to homepage

News Articles Presentations Podcasts Guides

Topics

Development

Featured in 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

Featured in 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.

All in architecture-design

AI, ML & Data Engineering

Featured in AI, ML & Data Engineering

Dataflow-based Query Caching with Readyset

Alana Marzoev discusses the fundamentals of streaming dataflow and the architecture of ReadySet, a streaming dataflow system designed for operational workloads.

All in ai-ml-data-eng

Culture & Methods

Featured in 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

Featured in 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.

All in devops

Events

Helpful links

Choose your language

Discover emerging trends, insights, and real-world best practices in software development & tech leadership. Join now.

InfoQ Dev Summit Boston

Learn how senior software developers are solving the challenges you face. Register now with early bird tickets.

The Software Architects' Newsletter

Your monthly guide to all the topics, technologies and techniques that every professional needs to know about. Subscribe for free.

InfoQ Homepage Validation Content on InfoQ

Presentations

RSS Feed

Architecture & Design

Crisis to Calm: Story of Data Validation @ Netflix

Lavanya Kanchanapalli discusses safe data propagation at Netflix, circuit breakers, data canaries and staggered rollout effective, and efficient validations via sharing data and isolating change.

Lavanya Kanchanapalli
on Jan 02, 2019

Icon

49:56
AI, ML & Data Engineering

Production Machine Learning

Jan Machacek discusses the challenges in writing deep learning code, testing and validating data management, environments, model storage & serving, validating data reporting, and CI&CD.

Jan Machacek
on Dec 08, 2017

Icon

42:43
AI, ML & Data Engineering

Validation Methodology of Large Unstructured Unsupervised Learning Systems

Lawrence Chernin describes best practices and validation methods used to deal with large unstructured data, including a suite of unit tests covering the implementations of algorithmic equations.

Lawrence Chernin
on Nov 26, 2016

Icon

25:32
The DevOps Maturity Curve - Where Are You on It?

Chris Rowett explores the key stages on the DevOps journey: Complete Agile Development, Continuous Delivery, Continuous Validation, and "Closed Loop".

Chris Rowett
on May 19, 2014

Icon

54:29
Beyond Contracts: An Exploration into Unified Specifications

Paul deGrandis emphasizes the importance of using specification-as-a-value, a way of unifying core.contracts, test.generative, and external systems under a single common specification in Clojure.

Paul deGrandis
on Jun 20, 2013

Icon

30:20

BT