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Beyond Line Charts: Why Some Diversity in Telemetry Visualization Is Long Overdue
Yao Yue explains why line charts often fail during production incidents and shares how software architects & engineering leaders can transform telemetry data to answer critical operational questions.
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From DVDs to Global Streaming: How Netflix’s Commerce Architecture Actually Evolved
Kasia Trapszo explains how Netflix evolved its commerce platform, making pragmatic architectural trade-offs through global expansion, regulatory shifts, domain splits, and live-event scaling.
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From OTEL to SLMs: Distilling Frontier Model Behaviour from Production Telemetry
Ben O'Mahony shares how to build a data flywheel for AI agents using OpenTelemetry, explaining how behavioral user signals can be mined to distill and fine-tune smaller, localized language models.
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Expanding Swift from Apps to Services
Cory Benfield explains why Swift is a powerhouse for services like Apple’s Private Cloud Compute. He shares how Swift's memory safety and C++/Java interop deliver high-performance, frugal systems.
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Questioning Convention: C# as a Shortcut to Startup Velocity
Sam Cox explains why he chose C# to build his startup's platform, detailing how its modern tooling and ecosystem drove productivity and rapid iteration.
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Making Augmented Reality Accessible: a Case Study of Lens in Maps
Ohan Oda explains how Google Maps' Lens in Maps AR feature was made accessible for visually impaired users, sharing development challenges and valuable insights for inclusive design.
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Supporting Diverse ML Systems at Netflix
David Berg and Romain Cledat discuss Metaflow, Netflix's ML infrastructure for diverse use cases from computer vision to recommendations.
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Renovate to Innovate: Fundamentals of Transforming Legacy Architecture
Rashmi Venugopal explains fundamentals of technical renovation for scaling software, addressing tech debt & complexity.
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Modernizing DevOps with AI, Boosting Productivity, and Redefining Developer Experience
The panelists discuss how generative AI is boosting productivity, redefining the developer experience, and affecting software development in 2025.
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Why Most Machine Learning Projects Fail to Reach Production and How to Beat the Odds
Wenjie Zi discusses common pitfalls that cause these failures, such as the inherent uncertainty of machine learning, misaligned optimization objectives, and skill gaps among practitioners.
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Adaptable Innovation: How Microsoft Leverages React Native for Strategic Advantage
Lorenzo Sciandra unveils the use of React Native across Microsoft's diverse ecosystem, emphasizing the strategic and technological reasons for its continued selection.
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Survival Strategies for the Noisy Neighbor Apocalypse
Meenakshi Jindal discusses experience and lessons learned with a case study from the Asset Management Platform at Netflix about how they detected and survived a noisy neighbor.
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