Presentation: Exploding GPUs
Andrew Martin discusses why AI security is fundamentally tied to Kubernetes security. He shares insights into the evolving AI threat landscape, cove…
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Presentation: How Eve Online Leverages Head Based Sampling to Observe "Fun"
Nicholas Herring shares how EVE Online tackles distributed tracing and observability across a 20-year-old MMO architecture. He discusses leveraging…
Presentation: You Can't Trust Your AI Bill. And Neither Can I
Erik Peterson discusses why AI spend is eclipsing cloud bills, triggering a major software engineering cost crisis. He explains tokenmaxxing, unit e…
Presentation: Ontology‐Driven Observability: Building the E2E Knowledge Graph at Netflix Scale
Prasanna Vijayanathan and Renzo Sanchez-Silva share how Netflix tackles observability across 38M events/sec. They discuss replacing reactive monitor…
Presentation: The Reinvention of the Dev Team
Hannah Foxwell shares how the surge of agentic coding forces engineering leaders to rethink team dynamics. She discusses three key anchors for navig…
Presentation: Building Resilient Platforms: Insights from 20+ Years in Mission-Critical Infrastructure
Matthew Liste explains the 12 core principles of building scalable, reliable platforms for enterprise tech teams. From avoiding technical debt and m…
Presentation: Building Reusable Evaluation Frameworks for Agentic AI Products
Susan Chang explains how Elastic transitioned from siloed, ad-hoc AI agent evaluations to a unified, production-grade framework. She discusses balan…
Presentation: Building GenAI Platform at DoorDash
Swaroop Chitlur and Sidd Kodwani share DoorDash’s journey building an internal GenAI platform. They discuss core architectural bets, transitioning f…
Presentation: Managing Asynchronous APIs at Scale
Ian Cooper discusses managing asynchronous APIs in event-driven architectures at scale. He explains the "ABCs" of messaging (Address, Binding, Contr…
Presentation: Beyond Observability: Evolving Production Operations in the Age of AI
The panelists discuss how production operations are evolving with AI, turning operational data into actionable insights for incident response. They…
Presentation: Keeping the Mainline Green Across Diverse Language Monorepos
Dhruva Juloori discusses how Uber maintains green mainlines across massive monorepos handling 65,000+ monthly changes. He explains how SubmitQueue u…
Presentation: Context Is the New Code
Patrick Debois discusses how to manage, evaluate, distribute, and observe context using proven software engineering practices. He shares how treatin…
Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design
Mallika Rao explains that the true complexity of adaptive recommendation systems lies outside model architecture. She discusses how real-time feedba…
Presentation: Spritely: Infrastructure for the Future of the Internet
Christine Lemmer-Webber and David Thompson explain how Spritely's architecture solves core decentralization challenges. They share insights on capab…
Presentation: APIs for Agents: Rethinking API Programs in the MCP Era
Jim Gough and Andreea Niculcea explain how Morgan Stanley uses Architecture as Code with CALM to modernize its API program. They demonstrate integra…
Presentation: Maximizing Success with Limited Time, Resources, and Energy: Lessons from Startup Engineering
David Gudeman discusses battle-tested architectural patterns for resource-constrained engineering teams. Drawing from over a decade of startup exper…
Presentation: When Incidents Refuse to End
Vanessa Huerta Granda explains how marathon incidents expose the gap between work as imagined and work as done. Drawing from real-world scenarios, s…
Presentation: Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review
Sarah Deitke discusses how Duolingo drives cultural AI adoption beyond tooling access. She explains their internal AI literacy workshops and observa…
Presentation: How To Run on Three Clouds at Once, and When Not To
Ross McFarlane and Kevin Holditch discuss Form3's evolution from a single-cloud setup to a triple active multi-cloud architecture. They share key en…
Presentation: Accelerating Performance by Incrementally Integrating Rust Into Existing Codebase
Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python…
Presentation: Fixing the AI Infra Scale Problem by Stuffing 1M Sandboxes in a Single Server
Felipe Huici explains how Unikraft achieves millisecond cold boots, stateful scale-to-zero, and extreme density for sandboxing AI workloads. He disc…
Presentation: Platform Engineering in the Age of AI
The panelists explain how platform teams adapt to support AI-assisted engineering, highlighting which capabilities belong in the platform. They disc…
Presentation: A Solopreneur's Journey: From Engineer to Puzzle Master and Storyteller
Joe Cassavaugh shares his journey from software engineer to successful solopreneur with a $2M+ indie franchise. He explains how he scaled production…
Presentation: From AI Agent Demo to Production: Automated Testing and Evaluation
Zhou Yu discusses why AI agents stall in demo phase and shares how simulation-driven testing solves compliance and reliability bottlenecks. Learn ho…
Presentation: From S3 to GPU in One Copy: Rethinking Data Loading for ML Training
Onur Satici explains how Vortex, an open-source columnar file format under the Linux Foundation, revolutionizes high-throughput data loading. He det…
Presentation: Beyond Line Charts: Why Some Diversity in Telemetry Visualization Is Long Overdue
Yao Yue discusses the fundamental limitations of standard line charts for system observability. Drawing from 15 years of operating large-scale syste…
Presentation: Running AI at the Edge: Running Real Workloads Directly in the Browser
James Hall discusses the strategic and technical imperative of moving AI workloads from cloud providers to local edge devices. He shares practical a…
Presentation: From DVDs to Global Streaming: How Netflix’s Commerce Architecture Actually Evolved
Kasia Trapszo discusses how Netflix evolved its commerce platform from a U.S. DVD service into global infrastructure. She explains navigating intern…
Presentation: Python, Numba, and Algorithm Design: Building Efficient Models in Financial Services
Chad Schuster discusses bridging Python's developer velocity with C-like performance using Numba JIT and GPUs. Drawing from large-scale actuarial mo…
Presentation: Can Claude Fix Itself? Using LLMs for Incident Response
Anthropic reliability engineer Alex Palcuie shares practical lessons on using LLMs for real-world incident response. He explains where AI acts as a…