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From Models to Agents: Building Context-Aware Consumer AI at Scale at DoorDash
Sudeep Das explains how DoorDash transforms e-commerce recommendations using LLM-driven semantic consumer memory, hierarchical semantic IDs, grounded agentic search, and multi-tiered LLM ranking.
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Adopting Memory-Safety and Fine-Grained Compartmentalisation with CHERI
David Chisnall explains how CHERI architecture unifies hardware capabilities and pointer metadata to deliver memory safety and fine-grained, efficient software compartmentalization.
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Keeping ChatGPT Fast as AI Development Accelerates
Martin Spier shares how agentic coding accelerates release velocity at OpenAI and explains how always-on AI agents redefine performance engineering to keep ChatGPT fast at massive scale.
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Compiling Workflows into Databases: the Architecture That Shouldn't Work (But Does)
Jeremy Edberg & Qian Li explain how to replace complex external orchestrators with DBOS Transact, an open-source library that implements durable workflow execution directly inside your database.
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Panel: Building a Culture that Works
The panelists discuss shaping high-velocity, psychologically safe engineering cultures and the indistinguishable link between modern technology and organizational performance.
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Empower Your Developers: How Open Source Dependencies Risk Management Can Unlock Innovation
Celine Pypaert explains the shift from reactive firefighting to proactive risk management by identifying vulnerabilities, utilizing SCA tools, and defining ownership within the software supply chain.
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Hidden Decisions You Don’t Know You’re Making
Dan Fike and Shawna Martell discuss "hidden decisions" - the unintentional defaults in culture, incentives, and architecture that shape technical debt, team behavior, and long-term career strategy.
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Beyond the Code: Hiring for Cultural Alignment
Alicia Collymore explains how to assess cultural alignment within technical interviews. She shares strategies for engineering leaders to identify core attributes and use spectrums to evaluate fit.
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Holistic Engineering: Organic Problem Solving for Complex Evolving Systems
Vanessa Formicola explains Holistic Engineering, the practice of factoring non-technical forces like HR policies and org structure into technical designs to prevent architecture decay and delays.
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DevOps Is for Product Engineers, Too
Lesley Cordero explains how DevOps and platform engineering drive sociotechnical excellence. She shares strategies for joint optimization, distributed leadership, and organizational sustainability.
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The Way We Manage Compliance is Wrong… and is Changing! Bringing DevOps Principles to Controls and Audit
Ian Miell shares the open-source Continuous Compliance Framework, discussing how to revolutionize audits. He explains shifting from periodic checks to continuous monitoring with DevOps and OSCAL.
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From Grassroots to Enterprise: Vanguard's Journey in SRE Transformation
Christina Yakomin shares Vanguard's SRE journey: from monolithic releases to DevOps, coaching, request-rate autoscaling, and resiliency testing for AI-backed systems.
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