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Development

Featured in Development

[Video Podcast] AI-Driven Development with Olivia McVicker

In this episode, Thomas Betts chats with Olivia McVicker, a Senior Cloud Advocate at Microsoft about AI-driven software development. The conversation covers the current, mainstream AI coding assistants and gets into where those tools are quickly heading. They then look to the future of how the entire software development lifecycle will see the benefits of AI in the next few years.

All in development

Architecture & Design

Featured in Architecture & Design

Spec Driven Development: When Architecture Becomes Executable

Spec-Driven Development inverts traditional architecture by making specifications executable and authoritative. It transforms declared intent into validated code through AI generation and provides architectural determinism. It eliminates drift through continuous enforcement, but demands new engineering discipline in schema design and contract-first reasoning.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

How to Unlock Insights and Enable Discovery Within Petabytes of Autonomous Driving Data

Kyra Mozley discusses the evolution of autonomous vehicle perception, moving beyond expensive manual labeling to an embedding-first architecture. She explains how to leverage foundation models like CLIP and SAM for auto-labeling, RAG-inspired search, and few-shot adapters. This talk provides engineering leaders a blueprint for building modular, scalable vision systems that thrive on edge cases.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Holistic Engineering: Organic Problem Solving for Complex Evolving Systems

Vanessa Formicola discusses how "invisible" forces shape our code and architecture. She shares patterns like "Cirque du Soleil coding" and "Shared Kitchen Sinks," explaining why technical problems often have social roots. Architects and leaders will learn how to use Social Decision Records (SDRs) and holistic modeling to make the implicit explicit and drive success.

All in culture-methods

DevOps

Featured in DevOps

No QA Environment? No Problem: How Classpass Enables Testing on a Single Environment in ECS

Po Linn Chia shares the sociotechnical journey of ClassPass, moving from a flaky, homegrown testing framework to a dynamic routing architecture on ECS. She discusses leveraging Traefik and OpenTelemetry baggage to enable "shadow mains" and ephemeral feature testing. This talk provides a pragmatic blueprint for engineering leaders to increase developer velocity with a lean platform team.

All in devops

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Spring and Java EE 6

Jürgen Höller presents some of the new features coming in Java EE 6 and how their relate to Spring: Profiles, Servlet 3.0, JSR-236 Concurrency, JSF 2.0, JPA 2.0, JSR-303, JAX-RS, EJB 3.1, JSR-299.

Jürgen Höller
on Jul 29, 2009

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01:20:43
Spring Framework 3.0, The Next Generation

Juergen Hoeller sees 3.0 as the completion of what was started with 2.5. Some topics covered are: more annotation-based configuration options, Unified EL++, REST, Portlet 2.0 and Java EE6 support.

Jüergen Hoeller
on Jul 10, 2009

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01:15:35
Time to Live

This presentation explores lean software development principles for the build, run, and manage cycle, how they can be applied to various deployment models and how Spring technologies are supportive.

Adrian Colyer
on Jun 24, 2009

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01:28:23
Keynote: The Future of Java Innovation

Rod Johnson believes Java will continue to evolve outside of Sun as it has done lately. As proof he mentions SpringSource's latest contributions: Grails, Roo, free STS, tc Server and dm Server.

Rod Johnson
on Jun 10, 2009

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01:55:18

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