InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Using AI as a Thinking Partner for Large-Scale Engineering Systems
Google Senior Staff Engineer Julie Qiu shares how she uses AI as a thinking partner to navigate large-scale systems, moving beyond code generation to architecting complex, multi-language ecosystems.
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Accelerating LLM-Driven Developer Productivity at Zoox
Amit Navindgi explains how Zoox built Cortex, an internal AI platform that streamlines the developer lifecycle by moving beyond the hype to deliver secure, agentic workflows and real-world impact.
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What I Learned Building Multi-Agent Systems From Scratch
Paulo Arruda shares Shopify’s journey from "vibe coding" to building a multi-agent microservices architecture, exploring how specialized AI agents and context engineering maximize engineering ROI.
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Leadership in AI-Assisted Engineering
Justin Reock explains how to move beyond AI hype using data-driven frameworks. He shares research on the AI learning curve, the Cobra Effect in metrics, and strategies to augment developer throughput.
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Engineering at AI Speed: Lessons from the First Agentically Accelerated Software Project
Adam Wolff shares how the Claude Code team uses their own agentic tools to ship 90% of their production code. He explains why implementation isn't the bottleneck and why feedback loops are everything.
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AI-First Software Delivery: Balancing Innovation with Proven Practices
Wes Reisz explains how to move beyond "vibe coding" into a rigorous AI-first software delivery (AIFSD) model. He shares the RIPER-5 framework to maintain engineering excellence with agents.
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The Next Generation of AI Products
Hilary Mason discusses the "moment of chaos" in AI. She shares why chat is a flawed interface, how to manage "drunk" probabilistic systems, and how to rethink leadership and risk in an AI-first world.
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Stripe’s Docdb: How Zero-Downtime Data Movement Powers Trillion-Dollar Payment Processing
Jimmy Morzaria explains how Stripe scales its MongoDB infrastructure to process $1.4 trillion in payments. He shares the engineering behind their zero-downtime data movement platform and DocDB.
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Agents, Architecture, & Amnesia: Becoming AI-Native without Losing our Minds
Tracy Bannon discusses "Architectural Amnesia" in the age of AI agents. She explains how to avoid reckless speed and manage agentic debt by applying rigorous engineering fundamentals and governance.
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AI-Powered SRE for Autonomous Incident Response
The presenters discuss incident response, how AI-enhanced SRE platforms connect signals from logs, metrics, traces, and historical incidents to enable autonomous decisions.
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Deepfakes, Disinformation, and AI Content are Taking over the Internet
Shuman Ghosemajumder discusses the evolution of AI, the rise of "AI slop," and how generative tools have become the ultimate weapon for automated cybercrime, deepfakes, and credential stuffing.
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Dynamic Moments: Weaving LLMs into Deep Personalization at DoorDash
Sudeep Das and Pradeep Muthukrishnan discuss how DoorDash combines LLMs with deep learning to move from "classic" collaborative filtering to "hyper-personalization" in real-time commerce.
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