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Development

Featured in Development

Expanding Swift from Apps to Services

Cory Benfield discusses the evolution of Swift from an app language to a critical tool for secure, high-scale services. He explains how Swift’s lack of a garbage collector eliminates tail latency and shares how its "zero-cost abstractions" rival C performance. He shares Apple’s roadmap for incremental adoption and demonstrates groundbreaking new interoperability for C++ and Java ecosystems.

All in development

Architecture & Design

Featured in Architecture & Design

Engineering Speed at Scale — Architectural Lessons from Sub-100-ms APIs

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.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Beyond the Warehouse: Why BigQuery Alone Won’t Solve Your Data Problems

Sarah Usher discusses the architectural "breaking point" where warehouses like BigQuery struggle with latency and cost. She explains the necessity of a conceptual data lifecycle (Raw, Curated, Use Case) to regain control over lineage and innovation. She shares practical strategies to design a single source of truth that empowers both ML teams and analytics without bottlenecking scale.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Scaling to 100+ as a Director: Lessons from Growing Engineering Organizations

Thiago Ghisi discusses the strategic evolution required to lead 100+ engineers without breaking the organization. He explains his "Three Levels of Impact" framework and shares practical lessons on speeding up decision-making, cultivating leadership teams, and building organizational resilience. Learn why he views reorgs as a continuous deployment feature rather than a one-time traumatic event.

All in culture-methods

DevOps

Featured in DevOps

From Alert Fatigue to Agent-Assisted Intelligent Observability

As systems grow, observability becomes harder to maintain and incidents harder to diagnose. Agentic observability layers AI on existing tools, starting in read-only mode to detect anomalies and summarize issues. Over time, agents add context, correlate signals, and automate low-risk tasks. This approach frees engineers to focus on analysis and judgment.

All in devops

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Book Review: Agile Java Development with Spring, Hibernate and Eclipse.

Anil Hemrajani relates Agile practices to Java and several open source toolsets (Spring, Hibernate, Eclipse) designed to make Java development simpler. It's a high level overview of some free technologies used in web app development. Matt Morton liked this book, recommending it to technical managers and intermediate developers in small Java web development shops.

Matt Morton
on Jun 28, 2006
A History of Extended Transactions

ACID transactions don't work for long-lived use cases. This article documents historic approaches taken in the CORBA and J2EE communities toward extended transactions, how SOA is a more natural fit, and why WS-TX & WS-CAF may finally hold the answer.

Mark Little
on May 10, 2006

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Topics

Expanding Swift from Apps to Services

Engineering Speed at Scale — Architectural Lessons from Sub-100-ms APIs

Beyond the Warehouse: Why BigQuery Alone Won’t Solve Your Data Problems

Scaling to 100+ as a Director: Lessons from Growing Engineering Organizations

From Alert Fatigue to Agent-Assisted Intelligent Observability

Helpful links

Choose your language

Articles

Book Review: Agile Java Development with Spring, Hibernate and Eclipse.

A History of Extended Transactions

How CNAME Ordering in RFC Specs Caused Cloudflare 1.1.1.1 Outage

Expanding Swift from Apps to Services

Google Pushes for gRPC Support in Model Context Protocol

LinkedIn Leverages GitHub Actions, CodeQL, and Semgrep for Code Scanning

LinkedIn Re-Architects Service Discovery: Replacing Zookeeper with Kafka and xDS at Scale

GitHub Reworks Layered Defenses after Legacy Protections Block Legitimate Traffic

Getting Feedback from Test-Driven Development and Testing in Production

Scaling to 100+ as a Director: Lessons from Growing Engineering Organizations

The Technical Founder's Path: Code, Leadership, and Balance

Cloudflare Demonstrates Moltworker, Bringing Self-Hosted AI Agents to the Edge

Google Supercharges Gemini 3 Flash with Agentic Vision

Conductor Quantum Introduces Coda, a Natural Language Interface for Quantum Computing

Datadog Integrates Google Agent Development Kit into LLM Observability Tools

From Alert Fatigue to Agent-Assisted Intelligent Observability

Etleap Launches Iceberg Pipeline Platform to Simplify Enterprise Adoption of Apache Iceberg

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