InfoQ

❓ Why do so many #ML projects fall short? ❓ What key tech & organizational factors are crucial for #ML success? In this #InfoQ #podcast, Wenjie Zi dives into the communication & understanding gaps between business teams & ML practitioners – and how to bridge them! 🎧 Listen now: https://bit.ly/44vhVqa 📄 #transcript included #AI #GenerativeAI #LLMs

#Datadog combined structured metadata from its incident management app with #Slack messages to create an LLM-driven functionality assisting engineers in composing incident postmortems. Datadog believes LLMs won't fully replace human insight (yet!). Learn more via #InfoQ 👉 https://bit.ly/4cyEzjo #SoftwareArchitecture #GenerativeAI #LLMs #IncidentResponse

#SoftwarePerformance & #SoftwareComplexity are related! It's common for refactoring to introduce unexpected regressions, and performance optimizations often face tough code reviews. In this #InfoQ video, Richard Startin explores the recent enhancements to the Java String class and the intricate relationship between Complexity & Performance. Have you faced this trade-off? Watch now: https://bit.ly/3FwBLqA 📄 #transcript included #Java #QConLondon

Are #FlakyTests disrupting your CI/CD pipeline & draining Developer Productivity? Trisha Gee dives deep into the hidden impact of these non-deterministic tests. Learn why ignoring them is a costly mistake for code quality, build times & your team's sanity. ▶️ Watch the full #InfoQ #podcast video: https://bit.ly/3Gf20lX #timestamps included in the description #CI #CD #DeveloperProductivity #DevOps #SoftwareTesting #CodeQuality

🤔 How is #GenerativeAI reshaping #SoftwareDevelopment & #SoftwareTesting? In this #InfoQ #podcast, Adam Sandman speaks with Shane Hastie about automation, faster prototyping, collapsing traditional roles, AND the challenges of increased defects and ethical considerations. 🎧 Listen now: https://bit.ly/42tOC4F

🌟 Big things are happening in the world of #Java! https://bit.ly/4cyEjAW Milestone releases of Spring AI 1.0 and Spring Cloud 2025; beta releases of Open Liberty 2025.0.0, Hibernate Reactive 3.0 and LangChain4j 1.0; and the sixth release candidate of Vert.x 5.0. #InfoQ

Explore how to design a #MachineLearning pipeline with built-in observability for credit card fraud detection. The approach leverages powerful tools like MLflow, Streamlit, Prometheus, Grafana & Evidently AI. 📖 #InfoQ article by Lakshmithejaswi Narasannagari: https://bit.ly/4iVYWcb #MLflow #Streamlit #Prometheus #Grafana #EvidentlyAI #Observability #Performance #DataVisualization

Check out the featured sessions at InfoQ Dev Summit Boston 2025 (June 9-10) From resilient architectures to developer platforms and GenAI systems, these talks offer practical guidance from engineers solving real-world challenges: 🔹 Architecting Planet Scale, Modern Apps in the Cloud George Mao, Cloud Architecture Leader @Google → Discover the 5 stages of architecture maturity to build resilient, cost-efficient, and secure global systems across AWS and GCP. 🔹 Are You Missing a Data Frame? The Power of Data Frames in Java Vladimir Zakharov, Enterprise Software Developer → Learn how Data Frames can bring flexibility, performance, and readability to your Java data workflows. 🔹 The Ideal Micro-Frontends Platform Luca Mezzalira, Principal Serverless Specialist Solutions Architect @AWS → Uncover proven strategies and common pitfalls in building scalable, maintainable frontend systems. 🔹 Theme Systems at Scale: How To Build Highly Customizable Software Guilherme Carreiro, Staff Engineer @Shopify → Go behind the scenes of Shopify’s Liquid architecture to understand how to balance innovation, customizability, and performance. 🔹 Engineering Reliability: Principles and Practices for Modern Infrastructure Lesley Cordero, Staff Software Engineer, Tech Lead @nytimes → Explore modern reliability practices rooted in observability and platform thinking. 🔹 Systems Thinking for Scaling Responsible Multi-Agent Architectures Nimisha Asthagiri, Principal Data & AI @Thoughtworks → Learn how to apply systems thinking to scale multi-agent AI systems responsibly and ethically. 🔹 Scaling an Embedded Database for the Cloud – Challenges and Trade-Offs Stephanie Wang, Staff Engineer @MongoDB → Dive into real-world lessons from scaling DuckDB in the cloud—and what it means for modern analytics architecture. 🔹 Empathy Driven Platforms: You Build It, Let’s Run It Together Erin Doyle, Founding Engineer @Quotient and Instructor @Egghead → Discover how platform teams can create empathetic, developer-centric experiences that boost adoption and productivity. 📅 View the full schedule: https://bit.ly/3XStG5Y #InfoQDevSummit #SoftwareArchitecture #GenAI #DeveloperExperience #PlatformEngineering #CloudNative #InfoQ

Dive into critical #SoftwareSupplyChain security risks in #FinTech! Learn from Mykhailo Brodskyi in this #InfoQ video, where he breaks down effective mitigation strategies. Real case studies & demo included. 👀 Watch now for insights: https://bit.ly/3Gn2WV8 📄 #transcript #Security #SoftwareArchitecture #InfoQDevSummit

Two recent papers from #Anthropic dive deep into the inner workings of #LLMs! They explore how to locate interpretable concepts, map them to computational "circuits", and analyze key behaviors of Claude Haiku 3.5 - from hallucinations to planning & more. 🔗 Dive deeper into their findings: https://bit.ly/4lyntGo #InfoQ