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Architecture Articles

Explore real-world engineering experiences from top tech companies.

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GitHub logoGitHub

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Google Cloud logoGoogle Cloud

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The Hacker News logoThe Hacker News

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Google Cloud logoGoogle Cloud
15 min read
Architecture•2026-04-09

How Estée Lauder Companies uses Cloud Run worker pools for its pull-based agentic workloads

This post explains how Estée Lauder Companies used Cloud Run worker pools to build a scalable, pull-based infrastructure for their consumer-facing AI applications.

Cloud Run
AI & Machine Learning
Serverless
Google Cloud logoGoogle Cloud
016 min read
Architecture•2026-04-03

Envoy: A future-ready foundation for agentic AI networking

This article explains how Envoy proxy addresses the networking and policy enforcement challenges unique to agentic AI systems.

Containers & Kubernetes
AI & Machine Learning
GKE
Developers & Practitioners
Networking
Cloudflare logoCloudflare
01 min read
Architecture•2026-04-02

Why we're rethinking cache for the AI era

This post examines how AI crawler traffic disrupts CDN cache performance and proposes AI-aware caching strategies.

Research
Cache
Cloudflare logoCloudflare
31 min read
Architecture•2026-04-01

Introducing EmDash — the spiritual successor to WordPress that solves plugin security

EmDash is an open-source TypeScript CMS and spiritual successor to WordPress that solves plugin security through isolated sandboxes.

Developers
Cloudflare Workers
Open Source
Product News
Google Cloud logoGoogle Cloud
36 min read
Architecture•2026-03-30

How ID.me Scaled to 145M Users While Reducing Operational Risk

ID.me describes how they migrated their identity platform to Google Cloud to support 160 million members and 40,000 users per minute.

Customers
Databases
Databricks logoDatabricks
31 min read
Architecture•2026-03-30

How agentic software development will change databases

This post examines how AI-driven agentic software development is transforming database requirements, using Databricks' Lakebase as a case study.

Platform
Announcements
Google Cloud logoGoogle Cloud
24 min read
Architecture•2026-03-26

Manhattan Associates powers over a billion daily API calls with Google Cloud databases

Manhattan Associates migrated its supply chain SaaS from Oracle/DB2 to Google Cloud databases, now handling 1B+ API calls per day.

Customers
Databases
Cloudflare logoCloudflare
41 min read
Architecture•2026-03-23

Inside Gen 13: how we built our most powerful server yet

Cloudflare details the engineering decisions behind Gen 13, their most powerful server featuring AMD EPYC Turin 9965 with 192 cores.

Hardware
Infrastructure
Engineering
AMD
Cloudflare logoCloudflare
41 min read
Architecture•2026-03-23

Launching Cloudflare’s Gen 13 servers: trading cache for cores for 2x edge compute performance

Cloudflare explains how their FL2 Rust-based request handling layer enabled 2x edge compute performance on Gen 13 servers powered by AMD EPYC Turin processors.

Hardware
Performance
Infrastructure
Rust
AMD
Engineering
Databricks logoDatabricks
71 min read
Architecture•2026-03-20

Semantic Layer Architecture: Components, Design Patterns, and AI Integration

This post covers semantic layer architecture — the component that translates source data into governed business metrics for consistent access across BI tools, notebooks, and AI systems.

Data + AI Foundations
Slack logoSlack
91 min read
Architecture•2026-03-19

How Slack Rebuilt Notifications 📣

Slack rebuilt its notification system from scratch to resolve years of architectural complexity causing user confusion and noise.

Uncategorized
android
backend
cross-platform
design
frontend
ios
product-launch
push-notification
Cloudflare logoCloudflare
71 min read
Architecture•2026-03-18

Introducing Custom Regions for precision data control

Cloudflare introduces Custom Regions for Regional Services, allowing customers to define their own geographical boundaries for traffic processing and data compliance.

Regional Services
Data Localization Suite
Data Sovereignty