Cloudflare has put Traces into open beta, extending automatic tracing from Workers to security rules, transformations, cache, routing and origin handling as OpenTelemetry spans. Traces accept and...

Microsoft has made Azure Container Apps Express generally available alongside Container Apps Sandboxes, the microVM compute layer it runs on. Express skips environment provisioning and scales to...

Ajay Prakash discusses how LinkedIn overcomes AI agent limitations in large codebases. He explains Contextual Agent Playbooks and Tools - built on Model Context Protocol (MCP) - which serves...

As enterprises shift from experimenting with models to redesigning workflows, new research suggests Europe could be well-positioned for this new AI application era.

Fabiane Nardon shares how TOTVS prepares enterprise data for token-hungry AI agents. She discusses balancing deterministic logic and non-deterministic LLMs across precision, security, and cost....

Docker VMM (virtual machine monitor) is Docker's new, first-party virtualization layer for Docker Desktop, replacing third-party virtualization components with an engine that Docker can directly...

Arun Joseph shares real-world insights on scaling enterprise agentic platforms like Deutsche Telekom’s LMOS. He discusses bridging organizational fault lines, replacing tool sprawl with core...

Microsoft has released a reference architecture for routing agent traffic on Azure Kubernetes Service. It breaks down the issue into three key choices: which model answers a call, how the call is...

FoundationDB的Record Layer提供有序、事务性的键值API，支持结构化记录和二级索引。通过Protocol Buffers定义记录类型，使用Tuple和Subspace隔离逻辑数据库。二级索引与主记录在同一事务中维护，确保一致性。CloudKit利用Record Layer实现多租户结构化存储，提供强一致性和丰富API，整体设计强调事务性和高并发性能优化。

With the Reactive Data Layer Architecture (RDLA), you establish a clear boundary between public data APIs and private, framework-specific data-source implementations. Your presentation layer...

By: Brett Axler, Casper Choffat, and Alo LowryIn the three years since our first Live show, Chris Rock: Selective Outrage, we have witnessed an incredible expansion of our live content slate and...

By: Brett Axler, Casper Choffat, and Alo LowryIn the three years since our first Live show, Chris Rock: Selective Outrage, we have witnessed an incredible expansion of our live content slate and...

Layer Normalization（LN）在Transformer中至关重要，确保每层输出的数值尺度稳定。与Batch Normalization（BN）不同，LN独立于batch大小和序列长度，适合变长序列和自回归推理。LN通过计算均值和方差进行标准化，保留可学习的参数，避免信息丢失。现代Transformer多采用Pre-LN结构，以提升训练稳定性。RMSNorm是LN的变体，简化了计算，适用于特定场景。LN的设计对深层网络的优化至关重要。

Anderson Parra, Staff Software Engineer at SeatGeek, presented “Shielding the Core: Architecting Resilience with Multi-Layer Defenses” at QCon London 2026. Parra discussed strategies on how to...

在优化的VPS上，作者使用Caddy和caddy-l4模块处理443端口的HTTPS流量和静态服务。尽管Caddy不支持Layer 4代理，caddy-l4模块能够实现基于SNI的流量分流。文章提供了Caddyfile配置示例，展示如何将流量伪装成Apple的iTunes流量并进行转发。

A plug-and-play memory layer that adds persistent, intelligent memory and recall to large language models.

I'm working on a Spring Boot application with a VoucherService and VoucherController. I currently have the service method return an ApiResponse<T> directly, like this: @Transactional public...

I’m writing a multiplayer server in C using sockets and pthreads. The project is separated by responsibility: server.c/.h → networking (socket, bind, listen, accept, thread creation) player.c/.h...

For decades, business software has been built around human operators. Tools like spreadsheets, email, CRM systems, and call center software became the invisible scaffolding of modern...