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From OTEL to SLMs: Distilling Frontier Model Behaviour from Production Telemetry
Ben O'Mahony shares how to build a data flywheel for AI agents using OpenTelemetry, explaining how behavioral user signals can be mined to distill and fine-tune smaller, localized language models.
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Practical Performance Tuning for Serverless Java on AWS
AWS Hero Vadym Kazulkin discusses optimizing serverless Java on AWS Lambda. He explains how to slash cold start latencies below one second using managed SnapStart, priming, and GraalVM AOT.
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Theme Systems at Scale: How to Build Highly Customizable Software
Shopify Staff Engineer Guilherme Carreiro explains how to scale highly customizable software platforms. He shares architectural strategies for balancing deep design flexibility with peak performance.
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Mobile Server-Driven UI at Scale
Rafael Ring explains how Nubank revolutionized mobile development by building a scripted server-driven UI framework, reducing feature lead times from weeks to minutes for 115 million customers.
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So You’ve Decided to Do a Technical Migration
Sophie Koonin explains how Monzo navigated a two-year migration from Flow to TypeScript. She shares strategies for gaining stakeholder buy-in, using automation, and managing incremental rollouts.
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Are You Missing a Data Frame? The Power of Data Frames in Java
Vladimir Zakharov discusses the power of DataFrames in Java. He compares implementations like DataFrame-EC and Tablesaw against Python’s pandas, focusing on performance and memory efficiency.
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Expanding Swift from Apps to Services
Cory Benfield explains why Swift is a powerhouse for services like Apple’s Private Cloud Compute. He shares how Swift's memory safety and C++/Java interop deliver high-performance, frugal systems.
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Java Concurrency from the Trenches: Lessons Learned in the Wild
Hugo Marques shares architectural lessons from scaling Java concurrency at Netflix, exploring the trade-offs between parallel streams, CompletableFutures, and the impact of Virtual Threads on IO.
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Fix SLO Breaches before They Repeat: an SRE AI Agent for Application Workloads
Bruno Borges explains how to automate SLO breach diagnostics using SRE agents and MCP tools. He shares methodologies for identifying bottlenecks and balancing speed, cost, and reliability.
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Orchestrating AI Services with the Spring AI Framework
Loiane Groner discusses Spring AI and how developers can build powerful, production-ready AI solutions in Java.
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Clojure's Journey: From Simplicity to Enterprise Maturity
Jordan Miller explains Clojure's evolution, from Rich Hickey's vision to its enterprise adoption, highlighting key tools.
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Ultra-Fast In-Memory Database Applications with Java
Markus Kett shares how to build the fastest database applications using Java & EclipseStore, bypassing traditional database limitations.
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