#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/4jvpqBK
Big things are happening in the world of #Java!
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.
How is #GenerativeAI reshaping #SoftwareDevelopment & #SoftwareTesting?
In this #InfoQ #podcast, Adam Sandman talks about automation, faster prototyping, collapsing traditional roles, AND the challenges of increased defects and ethical considerations.
Listen now: https://bit.ly/3Esiruz
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/42AwyGb
#transcript included
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/4lEJnbo
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/4cx418V
Are you a senior software developer, architect, or engineering leader wrestling with performance bottlenecks and increasing system complexity?
This #InfoQ talk, based on Aleksey Shipilev's performance work phase diagram, reveals the critical "Performance - Complexity Curve" and how it impacts your engineering decisions and costs.
Watch the video now: https://youtu.be/0tSLRAPC_0M
Insights from Teena Idnani at #qconlondon 2025 on navigating the complexities of building resilient & consistent applications across multiple cloud providers!
#CaseStudy: FinBank's journey on embarking on its multi-cloud journey.
Read the full insights on #InfoQ: https://bit.ly/4cvxqjM
#InfoQ published my article about "#FitnessFunctions for Your Architecture" 
As writing isn't my easiest task, I'm really happy to have finished the text. Thanks to @BenLinders for guiding me through the process and providing valuable feedback! What started out as an interview for @oop turned into a full article. Thank you 
https://www.infoq.com/articles/fitness-functions-architecture/
Is your #SoftwareArchitecture keeping pace with its evolution? Ignoring this can lead to major roadblocks in operations and development.
Enter #FitnessFunctions: the guardrails for continuous, desired architectural evolution.
Learn more: https://bit.ly/3G4p8n8
#AI doesn't replace testing roles; it enhances them!
Predicting defects, automating test maintenance, and refining risk-based testing are just a few ways AI collaborates with humans to maintain quality in complex software systems.
Dive deeper into this topic with Victor Ionascu in his interview on #InfoQ https://bit.ly/42msU2o
Ever wondered how CPU architecture impacts #LLM performance - specifically #Llama?
Learn about core utilization, cache impact, memory bandwidth considerations, and the benefits of chiplet architecture for LLM deployments on CPUs.
Watch the #InfoQ video now: https://bit.ly/44oo8UN
#transcript included
Microsoft has partnered with Anthropic to develop an official C# SDK for the Model Context Protocol (MCP) - an open protocol designed to connect large language models ( #LLMs) with external tools & data sources.
Explore more: https://bit.ly/42rusbA
Insights on building effective #SaaS (Software as a Service) solutions!
At #QConLondon, Jon Topper shared key lessons: avoid common pitfalls, embrace multi-tenancy early, automate tenant provisioning, and plan for disaster recovery.
Dive deeper into these insights: https://bit.ly/42ILRh9
Discover the power of #ShadowTables in real-world migration scenarios!
From DB migrations to service extractions & schema changes, this #InfoQ article compares Shadow Tables with dual-writes, blue-green deploys & event replay.
Read now: https://bit.ly/3G5YpX9
Working with #DistributedSystems? Don’t miss these 3 essentials: 
Timeouts Retries Idempotency
At #QConLondon, Sam Newman talked about why getting these right is crucial when working with distributed systems.
Catch his insights: https://bit.ly/42qfgvb
#Kafka 4.0 is out with a slew of new features and enhancements!
Notably, it introduces default operation in KRaft mode, eliminating Apache ZooKeeper dependencies.
Dive deeper into the updates on #InfoQ https://bit.ly/429ZfuH
Discover Diff Authoring Time (DAT), developed by Meta!
DAT measures the time developers need to submit changes ("diffs") to the codebase. It offers insights into the efficiency of the development process and helps identify areas for improvement.
Dive deeper into this new metric on #InfoQ: https://bit.ly/42vNpdi
Ever wondered how #GitHubCopilot completes your code so fast? Uncover the engineering marvel behind its sub-200ms response times for millions of daily requests! Learn about their architecture, cloud challenges, and journey to global scale (HTTP/2 & more).
youtu.be/zemBW3diXIs
Big things are happening in the world of #Java!
The formal release of the Jakarta EE 11 Web Profile; the eleventh milestone release of GlassFish 8.0.0; point releases TornadoVM 1.1.0, Micronaut 4.8.0 and JHipster 8.10.0; and a new JEP candidate to remove the Applet API.
