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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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Scala: Bringing Future Languages to the JVM

In this presentation, Lex Spoon discusses the Scala programming language. Topics covered include the origin of Scala, the philosophy behind Scala, the Scala feature set, Scala examples and DSLs.

Lex Spoon
on Mar 21, 2008

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43:39
Simplifying Enterprise Development with Groovy

Guillaume Laforge, Groovy project manager, teaches how scripting with Groovy can increase your productivity and help you build and test solutions faster on the Java platform.

Guillaume LaForge
on Mar 27, 2007

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34:55
Dynamically Typed Languages for the JVM

Gilad Bracha discusses improved support for dynamic langages on the JVM via the new invokedynamic bytecode and through improved support for hot-swapping.

Gilad Bracha
on Mar 23, 2007

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33:28
JRuby - Bringing Ruby to the JVM

Thomas Enebo and Charles Nutter show off the current state of the JRuby project, which has come a long way under their stewardship.

Charles Nutter Thomas Enebo
on Sep 06, 2006

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41:19

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