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In 2025, Patreon’s engineering team expertly balanced feature delivery for 10M+ members with vital infrastructure upgrades. Their Year in Review highlights 12 projects focused on maintenance and evolution, emphasizing resilient migration, data model refactoring, and strategic consistency trade-offs, ultimately redefining backend operations while enhancing system reliability and performance.
Google's Android Runtime (ART) team has achieved a 18% reduction in compile times for Android code without compromising code quality or increasing peak memory usage, delivering significant performance improvements for both just-in-time (JIT) and ahead-of-time (AOT) compilation.
Michael Webster, Principal Engineer at CircleCI, presented “AI Works, Pull Requests Don’t: How AI Is Breaking the SDLC and What To Do About It” at QCon AI New York 2025. Webster discussed the impact of AI on the Software Development Lifecycle (SDLC) and Continuous Integration/Continuous Delivery (CI/CD) processes at CircleCI.
Amazon Web Services has launched Amazon EKS Capabilities, a set of fully managed, Kubernetes-native features designed to streamline workload orchestration, AWS cloud resource management, and Kubernetes resource composition and automation.
The Agent Sandbox is an open-source Kubernetes controller that provides a declarative API for managing a single, stateful pod with stable identity and persistent storage. It is particularly well suited for creating isolated environments to execute untrusted, LLM-generated code, as well as for running other stateful workloads.
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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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Architectural Lessons From Patreon's Year in Review
In 2025, Patreon’s engineering team expertly balanced feature delivery for 10M+ members with vital infrastructure upgrades. Their Year in Review highlights 12 projects focused on maintenance and evolution, emphasizing resilient migration, data model refactoring, and strategic consistency trade-offs, ultimately redefining backend operations while enhancing system reliability and performance.
By Patrick FarryGoogle Boosts ART Compile Times by 18% Without Compromising Code Quality
Google's Android Runtime (ART) team has achieved a 18% reduction in compile times for Android code without compromising code quality or increasing peak memory usage, delivering significant performance improvements for both just-in-time (JIT) and ahead-of-time (AOT) compilation.
By Sergio De SimoneQCon AI New York 2025: AI Works, PRs Don't: How AI Is Breaking the SDLC and What To Do About It
Michael Webster, Principal Engineer at CircleCI, presented “AI Works, Pull Requests Don’t: How AI Is Breaking the SDLC and What To Do About It” at QCon AI New York 2025. Webster discussed the impact of AI on the Software Development Lifecycle (SDLC) and Continuous Integration/Continuous Delivery (CI/CD) processes at CircleCI.
By Michael RedlichAWS Announces New Amazon EKS Capabilities to Simplify Workload Orchestration
Amazon Web Services has launched Amazon EKS Capabilities, a set of fully managed, Kubernetes-native features designed to streamline workload orchestration, AWS cloud resource management, and Kubernetes resource composition and automation.
By Craig RisiOpen-Source Agent Sandbox Enables Secure Deployment of AI Agents on Kubernetes
The Agent Sandbox is an open-source Kubernetes controller that provides a declarative API for managing a single, stateful pod with stable identity and persistent storage. It is particularly well suited for creating isolated environments to execute untrusted, LLM-generated code, as well as for running other stateful workloads.
By Sergio De Simone