Transportation company Uber has publishing a detailed account of its new observability platform on it's blog, highlighting that for them, network visibility is now a strategic capability rather than a set of discrete monitoring tools.
Microsoft and GitHub have expanded the Copilot ecosystem with the first .NET-focused GitHub Copilot custom agents, designed to improve productivity and code quality for C# and Windows Forms developers. The announcement, part of the broader Copilot custom agents’ rollout, introduces two purpose-built agents: C# Expert and WinForms Expert in the form of agent instruction Markdown files.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Trisha Ballakur about transitioning from coder to startup CEO, balancing technical leadership with business development, and avoiding burnout on the journey.
Uber engineers detailed how they evolved their storage platform from static rate limiting to a priority-aware load management system. The approach protects Docstore and Schemaless, Uber’s MySQL-based distributed databases, by colocating control with storage, prioritizing critical traffic, and dynamically shedding load under overload conditions.
Anthropic has published an updated constitution for Claude, its AI assistant, providing a structured framework that guides behavior, reasoning, and training. The constitution combines explicit principles with contextual guidance, making it a practical tool for improving alignment, safety, and reliability in real-world interactions.
Google Cloud has launched managed connection pooling for AlloyDB for PostgreSQL, boosting client connections by 3x and transactional throughput by up to 5x. This feature simplifies database management by automating connection management and reducing latency.
This article introduces a reinforcement learning (RL) approach grounded in Apache Spark that enables distributed computing systems to learn optimal configurations autonomously, much like an apprentice engineer who learns by doing. The author also implements a lightweight agent as a driver-side component that uses RL to choose configuration settings before a job runs.
Laurent Doguin shares why Wasm’s cold-start performance and security model make it the ideal FaaS runtime. He discusses the WebAssembly Component Model for polyglot interoperability and explains how to build distributed, provider-based architectures using CNCF wasmCloud and NATS. Ideal for architects looking to scale "scale-to-zero" infrastructure without the overhead of heavy containers.
Percona recently announced OpenEverest, an open-source platform for automated database provisioning and management that supports multiple database technologies. Launched initially as Percona Everest, OpenEverest can be hosted on any Kubernetes infrastructure, in the cloud, or on-premises.
Microsoft and NVIDIA have released Part 2 of their collaboration on running NVIDIA Dynamo for large language model inference on Azure Kubernetes Service (AKS). The first announcement aimed for a raw throughput of 1.2 million tokens per second on distributed GPU systems.
Microsoft released OData .NET (ODL) 9.0.0 Preview 3, the latest preview iteration of the OData .NET client and core libraries, continuing the modernisation effort of the library. This preview focuses on safer default behaviours, runtime API cleanup, and closer conformance with the OData specification as the team works toward a stable 9.x release.
Sub‑100-ms APIs emerge from disciplined architecture using latency budgets, minimized hops, async fan‑out, layered caching, circuit breakers, and strong observability. But long‑term speed depends on culture, with teams owning p99, monitoring drift, managing thread pools, and treating performance as a shared, continuous responsibility.
Rspack 1.7 has launched, enhancing performance and plugin compatibility as it prepares for a major version transition. Key features include improved SWC plugin compatibility, native asset importing as bytes, and default lazy compilation for dynamic modules. With performance gains reported up to 80%, Rspack offers a faster, Rust-based alternative to webpack while maintaining API compatibility.