Tech News

A fundamental shift in enterprise software architecture is emerging as AI agents transition from assistive tools to operational execution engines, with traditional application backends retreating to governance and permission management roles. This transformation is accelerating across banking, healthcare, and retail systems, with 40% of enterprise applications expected to include autonomous agents by 2026. Read more…

LinkedIn has extended its generative AI application platform to support multi-agent systems by repurposing its existing messaging infrastructure as an orchestration layer. This approach allows the company to scale AI agent deployments without building new coordination technology from scratch. The revised architecture enables LinkedIn’s “Hiring Assistant”, the company’s first AI agent, to achieve global availability…

Cloudflare has recently redesigned Workers KV with a hybrid storage architecture that automatically routes objects between distributed databases and object storage based on size characteristics, while operating dual storage backends. This change improved the p99 read latencies from 200ms to under 5ms for their global key-value store while handling hundreds of billions of key-value pairs….

Pinterest revamped its data infrastructure by transitioning from a legacy Hadoop system to the Moka platform, leveraging Kubernetes and Spark on AWS EKS. This strategic shift enhances job isolation, simplifies deployment, and optimizes resource management, leading to reduced costs and improved efficiency. Read more on InfoQ

LinkedIn today announced Northguard, a scalable log storage system that replaces Kafka, and Xinfra, a virtualized Pub/Sub layer. Northguard delivers sharded data & metadata, log striping, strong consistency, and self-balancing clusters at a larger scale than Kafka, while Xinfra enables seamless migration and unified access across Kafka and Northguard. Read more on InfoQ

Apollo GraphQL recently launched its MCP Server, enabling businesses to securely and efficiently integrate AI agents with existing APIs using GraphQL. The platform empowers teams to scale innovation and drive faster time-to-value from AI investments by reducing development overhead, improving governance, and accelerating AI feature delivery. Read more on InfoQ

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. Read more on InfoQ

Introducing Dapr Agents—a groundbreaking framework for creating scalable AI agents using Large Language Models (LLMs). With robust workflows, multi-agent coordination, and cloud-neutral architecture, it enables enterprises to deploy thousands of resilient agents. Built on Dapr’s proven infrastructure, Dapr Agents ensures reliability and observability in AI-driven applications. Read more on InfoQ

Monzo Bank recently revealed Monzo Stand-in, an independent backup system on GCP that ensures essential banking services remain operational during application and AWS infrastructure outages. Unlike traditional replicated backups, it’s a minimal stand-alone system that exclusively supports key operations and features a cost-effective design, resulting in 1% of the operational costs of the primary deployment….

Atlassian recently introduced Lithium, an in-house ETL platform designed to meet the requirements of dynamic data movement. Lithium streamlines tasks such as cloud migrations, scheduled backups, and in-flight data validations by supporting ephemeral pipelines and tenant-level isolation while ensuring efficiency and scalability, resulting in significant cost savings. Read more on InfoQ

Netflix engineers recently published a deep dive into their Distributed Counter Abstraction, a scalable service designed to track user interactions, feature usage, and business performance metrics with low latency globally. Built atop Netflix’s TimeSeries Abstraction, the system balances performance, accuracy, and cost through configurable counting modes, resilient data aggregation, and a globally distributed architecture. Read…

Agoda recently described their unconventional approach to transitioning from a monolithic GraphQL API to a microservices architecture. Unlike traditional methods focusing on breaking down server-side components first, Agoda adopted a client-first strategy, preparing their client applications to handle both the monolith and the microservices in parallel using an in-house smart orchestrator library. Read more on…