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Engineering Insights & Guides

The best problem-solving writing in software engineering — databases, performance, security, frontend and distributed systems, in one feed.

11,873 articles
AI & ML — Python Workers are now generally available

Python Workers are now generally available

Python Workers allow developers to run Python web frameworks and AI orchestration libraries natively in the Cloudflare Workers runtime. You can seamlessly integrate with Cloudflare's ecosystem including D1, R2, and Workers AI without writing any JavaScript glue code.

GCGyeongjae Choi·September 21, 2026AI & ML
Performance — Open-Sourcing Rebalancer: A Generic, High-Performance Library for Solving Assignment Problems

Open-Sourcing Rebalancer: A Generic, High-Performance Library for Solving Assignment Problems

We’re open-sourcing Rebalancer, the assignment-problem solver that has been used to solve resource allocation problems throughout Meta for over nine years. Rebalancer separates several related concerns: how to specify an assignment problem, how to store it efficiently in memory, how to solve it, and how to debug it. This separation of concerns is crucial to [...] Read More... The post Open-Sourcin

MEMeta Engineering·September 21, 2026Performance
Networking — Inside Petal: Building the World’s First Petabit-Class Transoceanic Subsea Cable

Inside Petal: Building the World’s First Petabit-Class Transoceanic Subsea Cable

Petal, the next step in Meta’s subsea innovation, will be the first subsea cable to deliver petabit capacity at transoceanic distances, connecting France and the United States over approximately 7,000 km (4,300 mi). Expected to enter service in 2029, it will be the first subsea cable system to deploy multi-core fiber technology at scale, doubling [...] Read More... The post Inside Petal: Building

MEMeta Engineering·September 21, 2026Networking
Engineering — Notes on discrete-time Fourier series and transform

Notes on discrete-time Fourier series and transform

The following are my notes on discrete-time Fourier series (DTFS), as well as the discrete-time Fourier transform (DTFT). These topics serve as an important theoretical underpinning to the digital processing of signals by computers using the DFT (which will be covered in a future post). For discrete-time signals, we use …

EBEli Bendersky·September 19, 2026Engineering
Networking — Saving another 100TB of RAM with math (and Rust)

Saving another 100TB of RAM with math (and Rust)

Cloudflare's global network is immense but not limitless. As we look for small ways to trim our resource usage, we sometimes get lucky and we can cut significantly more. Here’s how we reduced one of our Pingora-based service's RAM usage with statistics.

KGKevin GuthrieKevin Guthrie·September 18, 2026Networking
Frontend — Stop Treating CSS Container Queries Like Traditional Media Queries

Stop Treating CSS Container Queries Like Traditional Media Queries

Despite broad browser support, container queries remain surprisingly underused and frequently misunderstood. Let’s look at how they differ from media queries, when to reach for each, and how container queries help reusable components respond naturally to the contexts in which they appear. - CSS - Tools - Techniques

SMSmashing Magazine·September 16, 2026Frontend
Security — Introducing automatic remediation policies with Cloudflare CASB

Introducing automatic remediation policies with Cloudflare CASB

Cloudflare CASB policies introduce a native automation engine built directly on the Cloudflare developer platform to remediate SaaS risks automatically. Security teams can now design event-driven logic to revoke risky file shares and send webhooks without manual intervention.

MLMichael Leslie·September 11, 2026Security