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Development

Featured in Development

How to Use Apache Spark to Craft a Multi-Year Data Regression Testing and Simulations Framework

Vivek Yadav, an engineering manager from Stripe, shares his experience in building a testing system based on multi-year worth of data. He shares insights into why Apache Spark was the choice for creating such a system and how it fits in the "traditional" engineering practices.

All in development

Architecture & Design

Featured in Architecture & Design

From Confusion to Clarity: Advanced Observability Strategies for Media Workflows at Netflix

Naveen Mareddy and Sujana Sooreddy discuss the evolution of Netflix’s media processing observability, moving from monolithic tracing to a high-cardinality analytics platform. They explain how to handle "trace explosion" using stream processing and a "request-first" tree visualization, and share how to transform raw spans into actionable business intelligence.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Lessons Learned From Building LinkedIn’s First Agent: Hiring Assistant

Karthik Ramgopal and Daniel Hewlett discuss the evolution of AI at LinkedIn, from simple prompt chains to a sophisticated distributed agent platform. They explain the transition to a supervisor-sub-agent model that enables parallel development and modular quality evaluation. and share a blueprint for building resilient, high-scale agentic systems.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Changing Power Dynamics: What Senior Engineers Can Learn from Junior Engineers

Beth Anderson discusses the "power distance index" and its critical role in communication. Using the Korean Air Flight 801 tragedy as a case study, she explains the dangers of hierarchy-driven silence. She shares actionable frameworks for building the four stages of psychological safety, implementing reverse mentoring, and using PRs as tools for knowledge sharing rather than gatekeeping.

All in culture-methods

DevOps

Featured in DevOps

Fix SLO Breaches before They Repeat: an SRE AI Agent for Application Workloads

Bruno Borges discusses a paradigm shift in performance management: moving from manual tuning to automated SRE agents. He explains how to leverage the USE and jPDM methodologies alongside LLMs to reduce MTTR from hours to seconds. By utilizing MCP tools for real-time diagnostics and memory dump analysis, he shares how engineering leaders can scale systems while meeting strict objectives.

All in devops

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Presentations

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Spring 2 and Beyond

Spring Creator Rod Johnson explains the new features in Spring 2.0 and gives a glimpse of what's in store in the future.

Rod Johnson
on Aug 29, 2007

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01:00:35
Democratizing the Cloud

The web is rocking the world of developers. Hence, at Microsoft, they are trying to stretch the .NET framework to cover the Cloud such that applications can be developed and run anywhere.

Erik Meijer
on Aug 13, 2007

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51:50
DevOps

Availability & Consistency

Amazon CTO Werner Vogels examines the tension between availability & consistency in large-scale distributed systems, and presents a model for reasonsing about the trade-offs between diff solutions.

Werner Vogels
on Aug 07, 2007

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52:06
Cluster Your JVM to SIMPLIFY application architecture

Ari Zilka introduces Open Terracotta, an open source JVM-level clustering solution that can transparently cluster POJOs & Spring beans.

Ari Zilka
on Jul 21, 2007

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55:57

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