Sponsored by Orkes
Legacy notification systems often struggle with reliability and scalability. Learn how Twilio Segment leveraged Orkes Conductor and the Strangler Fig pattern to evolve from a brittle monolith into a resilient, event-driven architecture. Discover how orchestration enables modular, reusable workflows that power millions of reliable alerts daily.
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Magdalena Picariello reframes how we think about AI, moving the conversation from algorithms and metrics to business impact and outcomes. She champions evaluation systems that don't just measure accuracy but also demonstrate real-world business value, and advocates for iterative development with continuous feedback to build optimal applications. (Podcast)
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TOP AI, ML & Data Engineering NEWS HEADLINES
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In this article, author Aleksandr Rezanov discusses the data preparation for generative text-to-image models to accelerate work on video generation services to be used in TV series and films. He explains how data is prepared and can serve as a starting point for creating custom datasets to develop proprietary models. (Article)
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Adi Polak explains the path from GenAI prototype to production by focusing on precision - the competitive edge. She details Agentic RAG architectures, emergent agent design patterns, and crucial feedback loops (LLM-as-a-judge) for refinement. Learn how to leverage data streaming (Kafka) to manage collaboration, memory, and scale microservices in real-time agent systems. (Presentation with transcript included)
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Sponsored by Snowplow
Skip complex setup—no infra, Kafka, or Flink. With Snowplow Signals Sandbox, your models react instantly to live user behavior for real-time personalization.
Learn more.
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TOP DevOps NEWS HEADLINES
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David Blank-Edelman (Microsoft SRE Academy) explains 7 essential questions to elevate your reliability practice. He challenges engineering leaders to redefine reliability metrics beyond availability, replace "root cause" with contributing factors, critique the 5 whys, re-evaluate the true goals of toil automation, and understand SRE's role (firefighting vs. partnership). (Presentation with transcript included)
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TOP Cloud NEWS HEADLINES
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AWS has launched "AWS Capabilities by Region", a powerful tool that streamlines service visibility for architects and developers. No more manual checks—now you can compare AWS services across regions interactively and plan deployments efficiently. With enhanced transparency and automated capability checks, streamline global projects and minimize delays. (News)
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Sponsored by PromptQL
The root cause of enterprise AI failures is less about technology and more about choosing the wrong approach. PromptQL’s practical 3x3 framework helps companies avoid this trap by aligning the right approach to each use case. Learn More.
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Redis recently released a security advisory regarding CVE-2025-49844. This critical (CVSS 10.0) use-after-free (UAF) vulnerability in Lua scripting could allow authenticated attackers to execute remote code on older versions of Redis and Valkey with Lua scripting enabled. Developers are urged to upgrade to patched releases as soon as possible. (News)
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TOP Java NEWS HEADLINES
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This week's Java roundup for October 27th, 2025, features news highlighting: OpenJDK JEPs proposed to target for JDK 26; release candidates of Spring Framework 7.0 and Spring Data; point releases of Quarkus, JReleaser, Seed4J and Gradle; and an update from Jakarta EE 12. (News)
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Sponsored by ScyllaDB
Slow response times and bottlenecks can derail user experience and scalability. Get early access to Manning’s Latency: Reduce Delay in Software Systems and explore caching, concurrency, and async techniques to design faster, more resilient applications. Download Now.
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Introducing TanStack Start v1—a revolutionary full-stack framework for React and Solid applications. Built on TanStack Router and Vite, it offers type-safe APIs, streaming SSR, and universal deployment. Optimized for performance and flexibility, TanStack Start presents a compelling alternative to Next.js, catering to modern development needs with seamless integration and incremental adoption. (News)
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The ML Kit GenAI Prompt API, now available in alpha, enables Android developers to send natural language and multimodal requests to Gemini Nano running on-device, extending the text summarization and image description capabilities introduced with the initial GenAI release. (News)
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TOP Architecture & Design NEWS HEADLINES
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In today’s rapidly evolving tech landscape, centralized architectural decision-making can become a bottleneck to delivery performance and innovation. Through stories from our own journey, we’ll share how decentralizing decisions improved alignment across teams, empowered faster decision-making, and fostered a culture of ownership. (Article)
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Tom Akehurst explains strategies for overcoming microservice pain points like environment dependency and slow development. He advocates using realistic API simulation at scale, supported by contract testing , API observability, and GenAI integration. Learn to compose observations, simulations, and contracts to maximize confidence and reduce the toil of maintaining realistic, up-to-date mocks. (Presentation with transcript included)
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AI is becoming a key QA tool, aiding in faster scenario generation, risk detection, and test planning. Arbaz Surti showed how effective prompting using roles, context, and output format helps to get clear, relevant, and actionable test scenarios. AI can boost testers, but human judgment is needed to ensure relevance and quality. (News)
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