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Architecture Articles

Explore real-world engineering experiences from top tech companies.

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Pinterest logoPinterest

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Cloudflare logoCloudflare
61 min read
Architecture•2026-04-16

Artifacts: versioned storage that speaks Git

Artifacts is a distributed, versioned filesystem built on Git that enables AI agents and serverless compute to programmatically create, manage, and collaborate on code repositories.

Agents Week
Agents
GitHub
Cloudflare Workers
Storage
Developer Platform
Developers
Vercel logoVercel
010 min read
Architecture•2026-04-16

A new programming model for durable execution

Vercel Workflows is a new programming model for building durable, long-running agents and backends that eliminates the need for separate orchestration services.

Cloudflare logoCloudflare
31 min read
Architecture•2026-04-15

Rearchitecting the Workflows control plane for the agentic era

Cloudflare rearchitected its Workflows control plane to support agent-triggered workflows at machine speed, scaling from 4,500 to 50,000 concurrent instances and 100 to 300 creations per second.

Agents Week
Agents
Durable Objects
Cloudflare Workers
Developer Platform
Developers
Cloudflare logoCloudflare
71 min read
Architecture•2026-04-14

Scaling MCP adoption: Our reference architecture for simpler, safer and cheaper enterprise deployments of MCP

Cloudflare presents an enterprise architecture for securely scaling Model Context Protocol (MCP) deployment, integrating security controls with centralized governance.

AI
Security
Cloudflare One
Cloudflare Workers
Developers
Developer Platform
MCP
Cloudflare Access
Cloudflare Gateway
Agents Week
Cloudflare logoCloudflare
111 min read
Architecture•2026-04-10

500 Tbps of capacity: 16 years of scaling our global network

Cloudflare's network has reached 500 Tbps of external capacity across 330+ cities, representing 16 years of scaling from a 2010 startup to a global security and developer platform.

Network Services
Cloudflare Network
Peering
DDoS
BGP
RPKI
Workers AI
Cloudflare Workers
AI
Meta logoMeta
91 min read
Architecture•2026-04-09

Escaping the Fork: How Meta Modernized WebRTC Across 50+ Use Cases

Meta escaped the "forking trap" by migrating from a divergent WebRTC fork to a modular upstream-based architecture, enabling continuous upgrades while serving billions of users.

DevInfra
Open Source
Video Engineering
Google Cloud logoGoogle Cloud
75 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
Vercel logoVercel
05 min read
Architecture•2026-04-09

Agentic Infrastructure

This article discusses the evolution of software infrastructure to support AI agents, driven by exponential growth in agent-initiated deployments.

Databricks logoDatabricks
41 min read
Architecture•2026-04-08

How FSIs eliminate silos between clients, operations, and finance

This article describes how Databricks eliminates organizational silos in financial services institutions by providing a unified data platform for collaboration across clients, operations, and finance teams.

Platform
Solutions
Pinterest logoPinterest
41 min read
Architecture•2026-04-07

Evolution of Multi-Objective Optimization at Pinterest Home feed

This article discusses Pinterest's evolution of the multi-objective optimization layer in their home feed recommendation system.

results-diversification
engineering
slate-optimization
recommendation-system
pinterest
Google Cloud logoGoogle Cloud
516 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
Meta logoMeta
121 min read
Architecture•2026-04-02

KernelEvolve: How Meta’s Ranking Engineer Agent Optimizes AI Infrastructure

Meta's KernelEvolve is an agentic system that autonomously optimizes AI kernel code for heterogeneous hardware including NVIDIA GPUs, AMD GPUs, MTIA silicon, and CPUs.

DevInfra
ML Applications