Backstage 1.55 adds opt-in recovery for Software Template tasks, resuming crashed or timed-out runs from the last completed step. The release also carries breaking changes to the catalog, search...

Ian Cooper discusses managing asynchronous APIs in event-driven architectures at scale. He explains the "ABCs" of messaging (Address, Binding, Contract) and shares how to tackle discovery,...

Jim Gough and Andreea Niculcea explain how Morgan Stanley uses Architecture as Code with CALM to modernize its API program. They demonstrate integrating Model Context Protocol (MCP) and...

Jotai, an atomic state management library for React, has released version 3.0.0, now exclusively using ES modules. It maintains backward compatibility but removes some deprecated APIs. Migration...

Dan Finneran discusses the risks of unowned AI-generated code in production and demonstrates how eBPF can intercept and control AI API traffic in Kubernetes. He explains how kernel-level socket...

Modern cloud applications are expected to remain available even during infrastructure interruptions, replication failovers, maintenance events, and transient network failures. In distributed...

AWS announced that Amazon WorkSpaces can now serve as managed virtual desktops for AI agents in public preview. Agents authenticate through IAM and operate legacy applications via computer vision...

This article details our migration from Apollo Federation to a TypeScript-based tRPC stack, which resulted in an 89% reduction in bugs and 67% faster response times. It also covers the mistakes we...

At QCon London 2026, Ian Cooper, senior principal engineer at Just Eat Takeaway, discussed managing asynchronous APIs in production, showing how endpoint definitions can drive code generation,...

一个轻量级的 VS Code 扩展，用于在编辑器内快速测试和管理 API 接口。支持分组管理、导入导出、WebDAV 云端同步，让 API 测试更加高效。

本研究提出了CoIn框架，旨在解决商业大语言模型API中隐性推理令牌导致的透明度缺失问题。该框架通过可验证的哈希树和相关性匹配技术，有效检测令牌计数夸大现象，实验成功率达到94.7%，提升了LLM服务的计费透明度。

本研究提出了MirrorAPI框架，旨在解决基准测试中工具环境的稳定性、可扩展性和真实性问题。通过训练大型语言模型，MirrorAPI能够准确模拟7000多个真实世界API的响应，显示出优于现有方法的模拟精度和稳定性，具有重要潜在影响。

Gemini’s Next Frontier: 2.0 Flash, Flash Lite Strategy & Real-Time APIs with Logan K from Google Deepmind