InfoQ Homepage News
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Cloudflare AutoRAG Streamlines Retrieval-Augmented Generation
Cloudflare has launched a managed service for using retrieval-augmented generation in LLM-based systems. Now in beta, CloudFlare AutoRAG aims to make it easier for developers to build pipelines that integrate rich context data into LLMs.
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Scaling Financial Operations: Uber’s GenAI-Powered Approach to Invoice Automation
Uber recently described a GenAI-powered invoice processing system that reduced manual effort by 2x, cut handling time by 70%, and delivered 25–30% cost savings. By leveraging GPT-4 and a modular platform called TextSense, Uber improved data accuracy by 90%, enabling globally scalable, efficient, and highly automated financial operations.
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Overcoming Challenges with eBPF Flow IP Address Misattribution at Netflix
Recently, Netflix discussed how they utilize eBPF to accurately attribute flow IP addresses to their corresponding workload identities. After implementing this new attribution method, Netflix verified the flow logs of their cloud gateway - Zuul, and found no misattribution over a two-week window.
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Google Cloud WAN Aims to Transform Enterprise Networking
Google has launched Cloud WAN, a robust managed WAN solution built on its global network, featuring 202 PoPs and 2M miles of fiber. It promises secure, high-performance connectivity at lower costs, addressing the complexities of modern enterprise needs. With faster speeds and significant TCO savings, Cloud WAN integrates seamlessly with existing providers.
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Kubernetes 1.33 “Octarine” Released: Native Sidecars and In-Place Pod Resizing
Kubernetes v1.33, codenamed “Octarine” in homage to Terry Pratchett’s Discworld, was released on April 23, 2025. This milestone introduces 64 enhancements (18 stable, 20 beta, and 24 alpha) reflecting the project's ongoing commitment to scalability, security, and developer experience.
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Cloudflare Launches Public Beta of Secrets Store for Secure Credential Management
During the recent Developer Week 2025, Cloudflare announced the public beta of Cloudflare Secrets Store, a secure way to store API tokens, keys, and credentials. While the long-term goal is to integrate Secrets Store with various Cloudflare products, it currently supports only Cloudflare Workers.
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Mezzalira at QCon London: Micro-Frontends from Design to Organisational Benefits and Deployments
During his QCon London presentation, Luca Mezzalira, principal architect at AWS, shared his experience in building the ideal micro frontend platform. He disclosed the recipe for determining if micro frontends are right for your company, as well as the core principles of creating the perfect architecture for your use case, and also provided deployment strategies for distributed architectures.
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Docker Bridges Agents and Containers with New MCP Catalog and Toolkit
Docker has announced two new AI-focused tools—the Docker MCP Catalog and the Docker MCP Toolkit—to bring container-grade security and developer-friendly workflows to agentic applications, helping build a developer-centric ecosystem for Model Context Protocol (MCP) tools.
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Google's Gemma 3 QAT Language Models Can Run Locally on Consumer-Grade GPUs
Google released the Gemma 3 QAT family, quantized versions of their open-weight Gemma 3 language models. The models use Quantization-Aware Training (QAT) to maintain high accuracy when the weights are quantized from 16 to 4 bits.
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GitHub Announces Public Preview of GitHub MCP Server
GitHub recently announced the official release of its Model Context Protocol (MCP) server, which is in public preview as of April 4th, 2025. Engineers can integrate with GitHub APIs using this open-source server, enabling automation and AI-powered interactions with the GitHub ecosystem.
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Google DeepMind Shares Approach to AGI Safety and Security
Google DeepMind has released a new paper outlining its approach to safety and security in the development of artificial general intelligence (AGI). AGI refers to AI systems that are as capable as humans at most cognitive tasks.
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Scaling API Independence: Akehurst on Mocking, Contract Testing, and Observability
At QCon London 2025, Tom Akehurst spotlighted the path to developer autonomy in microservices through "Scaling API Independence." He emphasized advanced mocking, contract testing, and observability to combat API dependencies. Akehurst showcased how these strategies, enhanced by AI, streamline development, boost productivity, and ensure integration confidence amidst complexity.
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Java News Roundup: Gradle 8.14, JBash Jash, Hibernate, Open Liberty, Spring Cloud Data Flow
This week's Java roundup for April 21st, 2025, features news highlighting: the GA release of Gradle 8.14; JBang introduces Jash, a Java library for shell scripts; the first release candidate of Hibernate ORM 7.0; the April edition of Open Liberty; and the end of open-source support for Spring Cloud Data Flow.
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Docker Desktop 4.40 Introduces Model Runner to Run LLMs Locally, Expanding its AI Capabilities
Docker Desktop 4.40, released on March 31, 2025, introduces a suite of features aimed at enhancing AI development workflows and strengthening enterprise compliance capabilities.
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How Developers Can Eliminate Software Waste and Reduce Climate Impact
High performance and sustainability correlate; making software go faster by improving the efficiency of algorithms can reduce energy requirements, Holly Cummins said at QCon London. She suggested switching systems off when not in use to reduce the environmental footprint. Developers can achieve more by doing less, improving productivity, she said.