The #Dropbox team just shared a deep dive into the architecture of Dropbox Dash.
Highlights:
• A shift toward index-based retrieval
• Knowledge graph–derived context
• Continuous evaluation to support enterprise #AI at scale
🔗 Learn more about the architecture and engineering decisions driving this evolution: https://bit.ly/3OnGEH6
#InfoQ #SoftwareArchitecture #AI #LLMs #DistributedSystems #RetrievalAugmentedGeneration
By adopting a centralized #EventDrivenArchitecture with #AmazonEventBridge, Amazon Key modernized its event platform.
The Impact ❓
• Millions of daily events processed with millisecond latency
• Improved schema governance
• Automated cross-account routing
• Service onboarding reduced from 48 hours → 4 hours
• Maintains 99.99% reliability
Details here 👉 https://bit.ly/4kNWJSn
#InfoQ #SoftwareArchitecture #AWS #Microservices #LowLatency #EvolutionaryArchitecture #Platforms
Using 16 Claude Opus 4.6 AI agents , #Anthropic built a Rust-based C compiler from scratch that successfully builds Linux 6.9 kernel on x86, ARM, and RISC V, plus many other open source projects.
The result❓ Roughly 2,000 sessions without human intervention, ~$20K in API costs.
Read more: https://bit.ly/4aFR4Jn
#SpecDrivenDevelopment is transforming AI-augmented software delivery — moving from Tactical Prompting ⇨ Collaborative Intent Articulation.
But the transition isn't seamless. Enterprises still face hurdles in:
• Multi-repo coordination
• Workflow integration
• Cross-functional collaboration
Sustainable adoption requires treating specs as living, shared interfaces - not just static documents.
For deeper insights, read the #InfoQ article by Hari Krishnan: https://bit.ly/46eaxQi
💡 Dive into our in-depth analysis of #JDK26 and get a sneak peek at what's coming in #JDK27!
Explore the latest features, improvements, and future plans across #ProjectAmber, #ProjectLoom, #ProjectPanama, #ProjectLeyden & #ProjectValhalla.
Read more on #InfoQ 👉 https://bit.ly/4auF0w0
Moonshot AI has released Kimi K2.5 - their latest open-weight multimodal LLM.
K2.5 excels in coding tasks, delivering benchmark scores comparable to frontier models like GPT-5 & Gemini.
One standout feature? Agent Swarm Mode - capable of orchestrating up to 100 sub-agents to tackle complex problems in parallel.
Find out more on #InfoQ ⇨ https://bit.ly/4c3SMqz
#Kubernetes often reacts too late when traffic suddenly increases at the edge.
A proactive scaling approach that considers response time, spare CPU capacity, and container startup delays can add or remove instances more smoothly, prevent sudden spikes, and keep performance stable on systems with limited resources.
Want to dive deeper? Read the article on #InfoQ ⇨ https://bit.ly/4cA36GO
#EmbeddingModels are powering search, recommendation & RAG systems by transforming data into meaningful representations.
State-of-the-art LLMs can be adapted to generate high-quality embeddings, but scaling them for real-world apps brings challenges.
🔗 This #InfoQ video walks through the end-to-end lifecycle of embedding systems: https://bit.ly/4qLdA9M
📄 #transcript included
Find out how to build Event-Driven Microservices for financial systems in this #InfoQ #podcast with Muzeeb Mohammad, Senior Manager of Software Engineering at JP Morgan Chase.
Topics covered:
• Core principles & patterns behind event-driven architectures
• Why these patterns are used
• Challenges in finance and other highly regulated industries
🎧 Available in audio and video formats
🔗 Watch or listen to the full deep dive here: https://bit.ly/4qGvDhm
#SoftwareArchitecture #EventDrivenArchitecture #Microservices #Observability #Resilience #Fintech
Discover how Google Cloud SREs use the AI-powered Gemini CLI internally to resolve real-world outages.
By integrating intelligent reasoning directly into terminal-based operational tools, teams can improve reliability in critical infrastructure operations and reduce incident response time.
🔗 Details here: https://bit.ly/4rXniqO
Check out what’s new in the world of #Java!
👉 https://bit.ly/4rkmnk5
The first release candidate of JDK 26 and Gradle 9.4; milestone releases of Micrometer Metrics and Micrometer Tracing; beta releases of Open Liberty 26.0.0.2 and EclipseStore 4.0; and maintenance releases of Spring Framework, Micronaut, Quarkus.
LocalStack has announced changes to the delivery of its AWS Cloud emulators.
➡️ The popular open-source Community Edition is being dropped
➡️ Moving to a single image that requires registration
⚠️ Projects pulling the latest community image must update their workflows.
More on #InfoQ ⇨ https://bit.ly/40ko1WZ
Nuxt Studio - the new #opensource content management solution for Nuxt Content websites - is officially out!
This release marks a major shift: ⇨ moving from a hosted platform ⇨ to a fully self-hosted solution.
Developers have complete control over their content editing infrastructure with no external dependencies.
Discover what’s new: https://bit.ly/4qGGxUq
This #InfoQ article proposes an architectural pattern combining 2 emerging standards:
1️⃣ #Agent2Agent (A2A)
2️⃣ #ModelContextProtocol (MCP)
By layering A2A with MCP, teams can build multi-agent systems that are:
✅ Robust
✅ Scalable
✅ Extensible
✅ Interoperable
📰 Read now: https://bit.ly/4tGxndi
Does AI-generated code mean the end of #SoftwareArchitecture? ❌ Not even close!
Teams still need to make architectural decisions & trade-offs!
The difference is they now need to clearly articulate their reasoning so they can effectively guide AI through prompts.
Read the #InfoQ article by Pierre Pureur & Kurt Bittner for deeper insights: https://bit.ly/4auk7kB
#WhatsApp has rewritten its media handling library in #RustLang!
The result❓ The codebase dropped from 160,000 lines of C++ to 90,000 while adding robust memory safety protections.
Running on billions of devices - Android phones, iPhones, desktops, watches, and web browsers - this marks one of the largest client-side Rust deployments to date.
Find out more: https://bit.ly/4tv205g
What does it really mean to embrace #AI in #SoftwareEngineering?
In this #InfoQ #podcast, Ben Greene explores why technical excellence is no longer enough!
The new priority: deeply understanding business context & prioritizing human empathy in increasingly automated systems.
🎧 Listen now: https://bit.ly/4qKxrWJ
📄 #transcript included
Most #AI conversations focus on one thing: building bigger, more complex #LLMs.
But there’s a different narrative emerging - one where #ResourceConstraints aren't a hindrance, but a catalyst for innovation.
Leaders like Jade Abbott (CTO of Lelapa AI) are proving that operating within limitations fosters a pragmatic approach that could redefine how we scale AI globally.
💡 Read the full insight by Olimpiu Pop ⇨ https://bit.ly/46ByKzW
Enterprises can no longer treat #AgenticAI as experimental!
Learning how to develop, ship, secure & operate agentic AI applications in production is quickly becoming a critical capability for engineering teams.
In this #InfoQ article, Abhishek Goswami shares a practitioner’s playbook for building and scaling applications that actually deliver real-world impact.
🔗 Read the guide here: https://bit.ly/4aA0uX2
Check out what’s new in the world of #Java!
👉 https://bit.ly/4reucYu
GA releases of GlassFish 8.0 and OmniHai 1.0; point releases of LangChain4j, Infinispan and JBang; maintenance releases of Helidon and JobRunr; and milestone releases of Hibernate ORM, Hibernate Reactive and Hibernate Search.
