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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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The Hacker News logoThe Hacker News

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Google Cloud logoGoogle Cloud

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Google Cloud logoGoogle Cloud

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Databricks logoDatabricks

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Databricks logoDatabricks
91 min read
Architecture•2026-03-09

Decoupled by Design: Billion-Scale Vector Search

Databricks redesigned its Vector Search from scratch to support billion-scale workloads by decoupling storage from compute.

AI
Cloudflare logoCloudflare
61 min read
Architecture•2026-03-05

How Automatic Return Routing solves IP overlap

Cloudflare introduces Automatic Return Routing (ARR), a stateful tracking solution that resolves IP address overlap in enterprise private networks without NAT or VRF configuration.

SASE
Cloudflare One
Google Cloud logoGoogle Cloud
55 min read
Architecture•2026-03-04

The AI-native core: Highly resilient telco architecture using Google Kubernetes Engine

This post explores how Google Kubernetes Engine (GKE) serves as a high-performance foundation for modernizing telecommunications network infrastructure with AI-native capabilities.

Containers & Kubernetes
GKE
Telecommunications
Networking
Google Cloud logoGoogle Cloud
56 min read
Architecture•2026-03-03

Data Strategy = AI Strategy Series: Transforming Developers into AI Architects with Google Cloud

This post introduces an enterprise AI architecture framework arguing that data strategy and AI strategy are inseparable in 2026, using Google Cloud's database services as the foundation.

Developers & Practitioners
GitHub logoGitHub
96 min read
Architecture•2026-03-03

How we rebuilt the search architecture for high availability in GitHub Enterprise Server

GitHub Engineering rebuilt the search architecture in GitHub Enterprise Server using Elasticsearch's Cross Cluster Replication (CCR) to achieve true high availability.

Pinterest logoPinterest
41 min read
Architecture•2026-02-24

Piqama: Pinterest Quota Management Ecosystem

Pinterest's Piqama is a generic quota management ecosystem that handles the full lifecycle of resource quotas across Big Data Processing and Online Services.

data-governance
distributed-systems
engineering
pinterest
infrastructure
Spotify logoSpotify
581 min read
Architecture•2026-02-19

Our Multi-Agent Architecture for Smarter Advertising

Spotify introduces a multi-agent AI architecture to unify advertising media planning across Direct, Self-Serve, and Programmatic buying channels.

AI
Machine Learning
Developer Tools
Developer Experience
Cloudflare logoCloudflare
111 min read
Architecture•2026-02-13

Shedding old code with ecdysis: graceful restarts for Rust services at Cloudflare

Cloudflare open-sourced ecdysis, a Rust library enabling zero-downtime graceful process restarts for high-traffic network services.

Rust
Open Source
Infrastructure
Engineering
Edge
Developers
Developer Platform
Application Services
Rust
Kubernetes logoKubernetes
39 min read
Architecture•2026-02-12

Spotlight on SIG Architecture: API Governance

This article is an interview with Jordan Liggitt, lead of the Kubernetes SIG Architecture API Governance subproject, covering the goals, scope, and practices of API governance in Kubernetes.

Cloudflare logoCloudflare
71 min read
Architecture•2026-02-03

Improve global upload performance with R2 Local Uploads

Cloudflare announces Local Uploads for R2 in open beta, enabling faster global upload performance by writing object data to a storage location near the client before asynchronously replicating it to the bucket's primary region.

R2
Performance
Storage
Cloudflare logoCloudflare
61 min read
Architecture•2026-01-30

Building vertical microfrontends on Cloudflare’s platform

This post introduces a new Cloudflare Worker template for Vertical Microfrontends (VMFE) that maps multiple independent Workers to a single domain by URL path.

Cloudflare Workers
Developer Platform
Developers
Dashboard
Front End
Micro-frontends
Cloudflare logoCloudflare
41 min read
Architecture•2026-01-27

Building a serverless, post-quantum Matrix homeserver

This post describes a proof-of-concept Matrix homeserver ported to Cloudflare Workers, eliminating traditional operational overhead while adding post-quantum cryptography.

Cloudflare Workers
Durable Objects
D1
Cloudflare Workers KV
R2
Security
Developer Platform
Developers
Rust
WebAssembly
Post-Quantum
Encryption