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 In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Erin Doyle about her journey as a generalist engineer, her passion for web accessibility, the importance of empathy and psychological safety in engineering teams, and her commitment to building better developer experiences by fostering collaboration, continuous learning, and vulnerability among technical professionals. (Podcast) |
 Eddie Knight, OSPO lead at Sonatype, discusses how the EU Cyber Resilience Act can help with improving your software project’s security and in the same time to slow down the alarming acceleration of software supply chain attacks. (Podcast) |
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TOP AI, ML & Data Engineering NEWS HEADLINES |
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 Sebastiano Galazzo discusses the practicalities of creating custom LLMs and shares real-world tips and common mistakes. Learn cost-effective fine-tuning (LoRA), powerful model merging ("Franken models"), Mixture of Experts, multimodal capabilities & key performance optimizations (pruning, quantization) for maximum value and relevance to senior software developers and engineering leaders. (Presentation with transcript included) |
 Leo Browning explains the journey of developing a RAG system at a climate-focused startup. He shares insights on overcoming challenges in applying LLMs to a complex domain, focusing on accuracy, auditability, and scalability. He covers the evolution of search techniques, the role of human-in-the-loop workflows, and strategies for optimizing RAG systems for real-world financial applications. (Presentation with transcript included) |
 Mandy Gu discusses Wealthsimple's journey leveraging generative AI, starting with employee productivity and extending to client-facing operational optimization. Learn about their LLM gateway, PII redaction, self-hosting, RAG, and the evolution of their build vs. buy strategy. (Presentation with transcript included) |
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TOP DevOps NEWS HEADLINES |
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| In February 2025, researchers at Socket uncovered a significant supply chain attack within the Go programming ecosystem. A malicious package, named github.com/boltdb-go/bolt, was discovered impersonating the legitimate and widely-used BoltDB module. (News) |
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TOP Cloud NEWS HEADLINES |
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 Distributed cloud, PETs, and AI enable secure, private data processing. This integration enhances collaboration, security, and compliance across marketing, finance, and healthcare, addressing the growing need for data protection. (Article) |
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TOP Development NEWS HEADLINES |
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| Innovative cloud solutions expert Somtochi Onyekwere recently presented at QCon London 2025, unveiling Corrosion—Fly.io's advanced open-source distributed system. By leveraging CRDTs and Rust, Corrosion enhances scalability and data synchronization, addressing latency challenges and ensuring rapid, consistent application deployment across a global network of 40+ regions. (News) |
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TOP Java NEWS HEADLINES |
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| LittleHorse is a Java open-source platform designed to orchestrate distributed systems, addressing the challenges related to state management and the coordination of microservices, external APIs, and human tasks. It allows developers to define workflows programmatically using languages such as Java, Go, Python, C#/.NET, eliminating the need for specialized DSLs. (News) |
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TOP .NET NEWS HEADLINES |
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| The .NET team has released version 9.2 of .NET Aspire, introducing updates to the dashboard experience, new integration capabilities, and deployment improvements. As stated in the official announcement, this release furthers the platform’s goal of simplifying application development and cloud-native deployment workflows. (News) |
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TOP Architecture & Design NEWS HEADLINES |
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 Rashmi Venugopal explores the inevitability of legacy systems in successful companies and the importance of transforming legacy systems to accelerate innovation. Rashmi discusses various strategies to tackle such technical renovation initiatives, like evolutionary architecture, deprecation-driven development, and intentional organization design. (Article) |
 Janani Narayanan and Karthik Ramasamy share Uber Eats' scaling challenges for nX merchant growth. They detail optimizing retrieval, fixing latency from naive scaling, and root causes in ingestion/query layers. Learn about benchmarking, geosharding impact, and their Apache Lucene search platform evolution. (Presentation with transcript included) |
 George Mao explains Capital One's serverless-first approach, driven by efficiency and regulatory needs. He shares valuable lessons on CI/CD, concurrency, and cost management, along with actionable best practices for development (SDKs, runtimes), deployment (packaging, ARM), and observability for senior software developers and architects. (Presentation with transcript included) |
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TOP Culture & Methods NEWS HEADLINES |
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| In a well-received closing keynote at QCon London 2025, independent AI consultant Hannah Foxwell challenged the common narrative about AI making us more productive and helping us to do more, instead arguing that AI agents should be designed to eliminate mundane work for us rather than replace human jobs. (News) |
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Optimizing PostgreSQL & MySQL for Scale: Architecting Incremental Execution for Instant Query Performance |
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