InfoQ Homepage News
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Planning, Automation and Monorepo: How Monzo Does Code Migrations Across 2800 Microservices
Monzo products are supported by an extensive microservice-based platform of over 2800 services. The company relies on planning and heavy automation to drive code migrations at scale and leverages config service to support gradual roll forwards and quick rollbacks in case of issues. Migrations are managed by a central team rather than service owner teams to avoid delays and inconsistencies.
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AWS Key Management Service Now Supports ECDH for Secure Communications
This summer, AWS announced that the AWS Key Management Service (KMS) supports the Elliptic Curve Diffie-Hellman (ECDH) key agreement. The security team at AWS recently showed how the new DeriveSharedSecret API enables the establishment of secure communication channels by using a derived shared secret.
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Will Quantum Computing Solve Humanity's Biggest Challenges? InfoQ DevSummit Munich Keynote
During her keynote at the inaugural edition of Dev Summit Munich, Teena Idnani, senior vice president at JP Morgan Chase, gave an overview of quantum computing and how we can prepare for its inevitable change in “traditional” computing. Besides decrypting its concepts and stating its benefits, she also pointed to the “quantum-ready” programming languages.
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Swift 6 Officially Available
The Swift team has officially announced the availability of Swift 6, a new major version of Apple open-source language with focus on low-level and embedded programming, concurrent code safety, new cross-platforms APIs, and extended Linux and Windows support.
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PyTorch Conference 2024: PyTorch 2.4/Upcoming 2.5, and Llama 3.1
The PyTorch Conference 2024, held by The Linux Foundation, showcased groundbreaking advancements in AI, featuring insights on PyTorch 2.4, Llama 3.1, and open-source projects like OLMo. Key discussions on LLM deployment, ethical AI, and innovative libraries like Torchtune and TorchChat emphasized collaboration and responsible practices in the evolving landscape of generative AI.
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RAG-Based Ingestion for Generative AI Applications with Logic Apps Standard in Public Preview
Microsoft's new built-in actions for document parsing and chunking in Logic Apps Standard revolutionizes Generative AI ingestion. Streamline workflows with low-code solutions that transform structured and unstructured data into AI-ready formats. Unlock automation across industries, enhancing searchability and knowledge management effortlessly.
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Feature Gates in Client-Go: Enhancing Control and Simplifying Feature Adoption in Kubernetes
Kubernetes has integrated feature gates into the client-go library, providing developers and administrators with more granular control over feature adoption within their Kubernetes environments. Kubernetes components utilize the client-go library for API interaction. This library is also widely adopted across the Kubernetes ecosystem for building extensions like controllers, tools, and webhooks.
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Measuring and Reducing the Environmental Impact of Software
Software applications often manage big amounts of data; most of them are internet-based applications, and incorporate artificial intelligence. According to Coral Calero, these three aspects improve the capabilities and functionalities provided by software but they have also increased the amount of energy needed. We need to measure energy consumption of software to control its environmental impact.
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Terraform Google Provider 6.0: Automatic Labeling, Extended Naming Flexibility, and More
HashiCorp released version 6.0 of the Terraform Google provider, delivering key updates to improve cloud infrastructure management and developer workflows. The release introduces automatic labeling for Terraform-created resources, expanded naming flexibility, and removal of deprecated features. It also simplifies handling Google IDs and IAM binding for external resources.
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Anthropic Unveils Contextual Retrieval for Enhanced AI Data Handling
Anthropic has announced Contextual Retrieval, a significant advancement in AI systems' interaction with extensive knowledge bases. This technique addresses the challenge of context loss in Retrieval-Augmented Generation (RAG) systems by enriching text chunks with contextual information before embedding or indexing.
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How Canva Scaled Real-Time Collaboration with WebRTC: from WebSockets to Seamless P2P Communication
Canva recently shared how it implemented real-time mouse pointers for collaborative whiteboarding. Canva chose a WebRTC-based solution to improve scalability, reduce latency, and lower backend load. Since WebRTC uses peer-to-peer communication, Canva can provide users with a smoother, more performant real-time experience than a traditional backend-based WebSocket and Redis solution.
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AWS Launches Graviton4-Powered Memory-Optimized EC2 X8g Instances for High-Memory Workloads
AWS has introduced Graviton4-powered EC2 X8g instances, featuring up to 3 TiB of DDR5 memory and 192 vCPUs for memory-intensive workloads. With 3x improved memory and network bandwidth, plus enhanced security, these instances offer unmatched performance and value. Ideal for databases, big data analytics, and more, X8g sets a new standard in cloud computing.
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Microsoft Launches Azure AI Inference SDK for .NET
Microsoft launched Azure AI Inference SDK for .NET, streamlining access to generative AI models in the Azure AI Studio model catalog. This catalog includes models from providers like Azure OpenAI Service, Mistral, Meta, Cohere, NVIDIA, and Hugging Face, organized into three collections: Curated by Azure AI, Azure OpenAI Models, and Open Models from Hugging Face Hub.
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Uber Creates GenAI Gateway Mirroring OpenAI API to Support over 60 LLM Use Cases
Uber created a unified platform for serving large language models (LLMs) from external vendors and self-hosted ones and opted to mirror OpenAI API to help with internal adoption. GenAI Gateway provides a consistent and efficient interface and serves over 60 distinct LLM use cases across many areas.
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Study Shows AI Coding Assistant Improves Developer Productivity
Researchers from Microsoft, MIT, Princeton University, and the Wharton School of the University of Pennsylvania recently published a study that showed the use of GitHub Copilot increased developer productivity. The team conducted three separate randomized controlled trials (RCT) involving over 4,000 developers; the ones using Copilot achieved a 26% increase in productivity.