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  1. Microsoft launched #ModelContextProtocol (MCP) for Azure Functions!

    MCP brings secure, standardized workflows for #AIagents with:
    ⇨ Built-in OBO authentication
    ⇨ Streamable HTTP transport
    ⇨ Multi-language & self-hosting support

    Find out more: bit.ly/4pSthvq

    #InfoQ #CloudComputing #Azure #AzureFunctions

  2. Check out what’s new in the world of #Java!
    👉 bit.ly/4pNB25L

    Highlights include:
    • WildFly 39 GA release
    • Point releases for JobRunr & Gradle
    • Maintenance releases for Spring Framework & Micronaut
    • Milestone releases of Micrometer Metrics & Micrometer Tracing
    • Open Liberty 26.0.0.1 beta

    #InfoQ #JavaUpdates #JavaNews

  3. Salesforce just completed a massive migration: 1,000+ Amazon EKS clusters moved from Kubernetes Cluster Autoscaler to Karpenter!

    The impact❓
    ⇨ Faster scaling ⇨ Simpler operations ⇨ Lower costs ⇨ More flexible, self-service infrastructure for internal dev teams

    Details here 👉 bit.ly/49xaKQy

    #Kubernetes #AWS #EKS #InfoQ

  4. Salesforce just completed a massive migration: 1,000+ Amazon EKS clusters moved from Kubernetes Cluster Autoscaler to Karpenter!

    The impact❓
    ⇨ Faster scaling ⇨ Simpler operations ⇨ Lower costs ⇨ More flexible, self-service infrastructure for internal dev teams

    Details here 👉 bit.ly/49xaKQy

    #Kubernetes #AWS #EKS #InfoQ

  5. #AICodingTools are not a replacement for engineers - they’re a true Force Multiplier!

    By offloading routine code generation and analysis, developers gain more time for deep problem-solving & thoughtful system design.

    The real differentiator❓ ➡️ Strong prompt engineering ➡️ Clear instructions ➡️ A workflow that keeps humans firmly in the loop ➡️ Rigorous validation of AI-generated output

    🎙️ #InfoQ Podcast with Olivia McVicker (Senior Dev Advocate at Microsoft) & host Thomas Betts (InfoQ Editor)

    🔗 (available in both audio & video formats): bit.ly/3NWeX7L

    #SoftwareArchitecture #AI

  6. 🧠 #StrategicThinking is more than a skill - it’s a mindset.

    It’s about building the frameworks that enable long-term success: adapting to new challenges, fostering innovation, and strengthening this muscle over time.

    Dive deeper in this #InfoQ article ⇨ bit.ly/44bIcIt

    #Leadership #StaffPlus #TechCareer

  7. 🧠 #StrategicThinking is more than a skill - it’s a mindset.

    It’s about building the frameworks that enable long-term success: adapting to new challenges, fostering innovation, and strengthening this muscle over time.

    Dive deeper in this #InfoQ article ⇨ bit.ly/44bIcIt

    #Leadership #StaffPlus #TechCareer

  8. 🧠 #StrategicThinking is more than a skill - it’s a mindset.

    It’s about building the frameworks that enable long-term success: adapting to new challenges, fostering innovation, and strengthening this muscle over time.

    Dive deeper in this #InfoQ article ⇨ bit.ly/44bIcIt

    #Leadership #StaffPlus #TechCareer

  9. 🧠 #StrategicThinking is more than a skill - it’s a mindset.

    It’s about building the frameworks that enable long-term success: adapting to new challenges, fostering innovation, and strengthening this muscle over time.

    Dive deeper in this #InfoQ article ⇨ bit.ly/44bIcIt

    #Leadership #StaffPlus #TechCareer

  10. 🧠 is more than a skill - it’s a mindset.

    It’s about building the frameworks that enable long-term success: adapting to new challenges, fostering innovation, and strengthening this muscle over time.

    Dive deeper in this article ⇨ bit.ly/44bIcIt

  11. What are the 3 fundamental ideas every developer should know if they're unfortunate enough to have to work on a #DistributedSystem?

    In this #InfoQ video, Sam Newman breaks down the essentials:
    1️⃣ Timeouts – “giving up”
    2️⃣ Retries – “trying again”
    3️⃣ Idempotency – “making it all a bit safe”

    🎥 Watch the video to dive deeper: bit.ly/41dPAm0

    📄 #transcript included

    #SoftwareArchitecture #Microservices #Resilience

  12. For most Internet apps, #EventualConsistency works fine when strict guarantees aren’t needed.

    Conflict-free Replicated Data Types (#CRDTs) let independent replicas accept writes and update data without coordination.

    🎙️ Dive deeper in the #InfoQ #podcast with Somtochi Onyekwere, Software Engineer at Fly.io!

    🎧 Listen now (#transcript included): bit.ly/49OiNaE

    #DistributedSystems #DataEngineering #AI #ConflictFreeReplicatedDataTypes

  13. For most Internet apps, #EventualConsistency works fine when strict guarantees aren’t needed.

    Conflict-free Replicated Data Types (#CRDTs) let independent replicas accept writes and update data without coordination.

    🎙️ Dive deeper in the #InfoQ #podcast with Somtochi Onyekwere, Software Engineer at Fly.io!

    🎧 Listen now (#transcript included): bit.ly/49OiNaE

    #DistributedSystems #DataEngineering #AI #ConflictFreeReplicatedDataTypes

  14. For most Internet apps, #EventualConsistency works fine when strict guarantees aren’t needed.

    Conflict-free Replicated Data Types (#CRDTs) let independent replicas accept writes and update data without coordination.

    🎙️ Dive deeper in the #InfoQ #podcast with Somtochi Onyekwere, Software Engineer at Fly.io!

    🎧 Listen now (#transcript included): bit.ly/49OiNaE

    #DistributedSystems #DataEngineering #AI #ConflictFreeReplicatedDataTypes

  15. For most Internet apps, #EventualConsistency works fine when strict guarantees aren’t needed.

    Conflict-free Replicated Data Types (#CRDTs) let independent replicas accept writes and update data without coordination.

    🎙️ Dive deeper in the #InfoQ #podcast with Somtochi Onyekwere, Software Engineer at Fly.io!

    🎧 Listen now (#transcript included): bit.ly/49OiNaE

    #DistributedSystems #DataEngineering #AI #ConflictFreeReplicatedDataTypes

  16. For most Internet apps, works fine when strict guarantees aren’t needed.

    Conflict-free Replicated Data Types () let independent replicas accept writes and update data without coordination.

    🎙️ Dive deeper in the with Somtochi Onyekwere, Software Engineer at Fly.io!

    🎧 Listen now ( included): bit.ly/49OiNaE

  17. #JakartaEE 11 delivers new features and capabilities that boost developer productivity and unlock further innovation.

    So…
    👉 What’s new in this release?
    👉 What comes next?

    This #InfoQ article breaks it all down: bit.ly/46Pj4tX

    #Java #VirtualThread #SoftwareDevelopment

  18. #AWS has implemented a ~15% price increase for EC2 Capacity Blocks for ML across all regions.

    The change impacts organizations reserving dedicated GPU capacity for large-scale #ML workloads, with uniform increases across AWS’s most powerful ML instances.

    Details on #InfoQbit.ly/4sTOmZi

    #AI #EC2 #GPU #CostOptimization

  19. #AWS has implemented a ~15% price increase for EC2 Capacity Blocks for ML across all regions.

    The change impacts organizations reserving dedicated GPU capacity for large-scale #ML workloads, with uniform increases across AWS’s most powerful ML instances.

    Details on #InfoQbit.ly/4sTOmZi

    #AI #EC2 #GPU #CostOptimization

  20. has implemented a ~15% price increase for EC2 Capacity Blocks for ML across all regions.

    The change impacts organizations reserving dedicated GPU capacity for large-scale workloads, with uniform increases across AWS’s most powerful ML instances.

    Details on bit.ly/4sTOmZi

  21. Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

    The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

    At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

    📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: bit.ly/3WHjxsf

    #SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

  22. Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

    The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

    At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

    📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: bit.ly/3WHjxsf

    #SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

  23. Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

    The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

    At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

    📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: bit.ly/3WHjxsf

    #SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

  24. Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

    The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

    At the core of a strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

    📖 Great insights from this article on rethinking the Medallion Architecture: bit.ly/3WHjxsf

  25. Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

    The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

    At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

    📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: bit.ly/3WHjxsf

    #SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

  26. Is your organization truly ready for the #AINative era?

    Srini Penchikala joins the #InfoQ #podcast to explain why 2026 is the year AI moves from being a "thing" to becoming the very fabric of our systems.

    While many are still stuck in the hype phase, Srini argues the real winners will be those who integrate AI across the entire development lifecycle - from design to automated shipping.

    🔑 Key takeaways from Srini:
    1️⃣ Companies that don’t leverage AI where it adds real value risk being left behind. It’s not about using AI everywhere - it’s about using it smartly.

    2️⃣ A broad understanding of AI tools paired with deep domain knowledge is now critical.

    3️⃣ In 2026, AI will reshape industries like manufacturing and logistics by bridging digital and physical systems.

    4️⃣ We’re moving from “using AI” to building AI-native applications from the ground up, with new protocols like MCP and A2A.

    🎧 Listen to the full 2025 Key Trends for deeper insights: bit.ly/4ptdvqH

    #AI #MachineLearning #DataEngineering

  27. 📣 Java & Spring developers: You don’t need to switch to Python to join the AI revolution!

    #SpringAI 1.0 is here - a comprehensive solution for AI engineering in Java.

    🔗 Read the #InfoQ article to learn how to integrate AI into your applications more effectively: bit.ly/4lTYBc3

    #Java #SpringFramework #AI #SoftwareArchitecture

  28. This #InfoQ eMag isn’t just a look back at last year’s #SoftwareTrends - it’s your guide to the future of software development & delivery!

    Explore opinionated insights to plan roadmaps for 1, 2 & 5 years.

    💡 Dive in, explore, and shape the future!

    #FreeDownloadbit.ly/45Q1GUr

    #SoftwareArchitecture #Java #AI #ML #DataEngineering #DevOps #CloudComputing #Culture

  29. This #InfoQ eMag isn’t just a look back at last year’s #SoftwareTrends - it’s your guide to the future of software development & delivery!

    Explore opinionated insights to plan roadmaps for 1, 2 & 5 years.

    💡 Dive in, explore, and shape the future!

    #FreeDownloadbit.ly/45Q1GUr

    #SoftwareArchitecture #Java #AI #ML #DataEngineering #DevOps #CloudComputing #Culture

  30. This #InfoQ eMag isn’t just a look back at last year’s #SoftwareTrends - it’s your guide to the future of software development & delivery!

    Explore opinionated insights to plan roadmaps for 1, 2 & 5 years.

    💡 Dive in, explore, and shape the future!

    #FreeDownloadbit.ly/45Q1GUr

    #SoftwareArchitecture #Java #AI #ML #DataEngineering #DevOps #CloudComputing #Culture