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Real-Time Machine Learning: Architecture and Challenges
Chip Huyen discusses the value of fresh data as well as different types of architecture and challenges of online prediction.
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Adventures in Performance: Efficiency Analysis of Large-scale Compute
Thomas Dullien discusses how language design choices impact performance, how Google's monorepo culture and Amazon's two-pizza-team culture impact code efficiency, why statistical variance is an enemy.
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Successful Leadership in Hybrid Environments: Powerful Principles, Practical Steps, and Poignant Examples
Lena Reinhard discusses practical tips to start implementing the next workday in order to lead more effectively in a hybrid environment with examples from leaders, and lessons to learn from them.
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AI Bias and Sustainability
Leslie Miley discusses how the road to ubiquitous AI is clouded by the dangers of the inherent bias in Large Language Models and the increased CO2 emissions that come with deployment at scale.
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Building Typesafe APIs with tRPC & TypeScript
Brian Douglas discusses how tRPC provides type safety end to end, ensuring the contract for the API boundary can be trusted by default.
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A Bicycle for the (AI) Mind: GPT-4 + Tools
Sherwin Wu and Atty Eleti discuss how to use the OpenAI API to integrate large language models into your application, and extend GPT’s capabilities by connecting it to the external world via APIs.
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A New Era for Database Design with TigerBeetle
Joran Dirk Greef discusses pivotal moments in database design and how they influenced the design decisions for TigerBeetle, a distributed financial accounting database.
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Infrastructure as Code: Past, Present, Future
Joe Duffy discusses the challenges (and solutions) met while running IaC and how that shapes the future of IaC.
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Leveling up Your Architecture Game
Thomas Betts discusses thriving in today's fast-paced tech landscape using good communication and collaboration with teams.
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Generous, High Fidelity Communication Is the Key to a Safe, Effective Team
Denise Yu discusses why one might be feeling unheard at the end of some conversations today, and presents some tools to engage with colleagues and facilitate better conversations.
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Microservices Retrospective – What We Learned (and Didn’t Learn) from Netflix
Adrian Cockcroft does a retrospective on microservices, what they set out to do at Netflix, how it worked out, and how things have subsequently permeated across the industry.
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The Endgame of SRE
Amy Tobey discusses sociotechnical thinking, exploring ways SREs can impact reliability at scale.
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