The best problem-solving writing in software engineering — databases, performance, security, frontend and distributed systems, in one feed.
Cloudflare launches AI Crawl Control (formerly AI Audit) and introduces easily customizable 402 HTTP responses. Instead of blocking crawlers outright, content creators can now send "Payment Required" responses with custom messages, creating direct communication channels for AI partnerships.
A common enterprise problem: crucial legacy systems become “black boxes”—key to operations but opaque and risky to touch. We worked with a client to use AI-assisted reverse engineering to reconstruct functional specifications from UI elements, binaries, and data lineage to overcome analysis paralysis. We developed a methodical “multi-lens” approach—starting from visible artifacts, enriching increm
I’m about to head away from looking after this site for a few weeks (part vacation, part work stuff). As I contemplate some weeks away from the daily routine, I feel an urge to share some scattered thoughts about the state of LLMs and AI.
Learn how GitHub Models helps open source maintainers automate repetitive tasks like issue triage, duplicate detection, and contributor onboarding — saving hours each week.
Learn how the Secret Protection engineering team collaborated with GitHub Copilot coding agent to expand validity check coverage.
On July 24, 2025, we successfully performed a full production failover of our core control-plane database from Azure West US to East US 2 with zero customer impact.
AI Gateway simplifies AI app development with unified billing, secure key storage, and dynamic routing. Gain observability and control over costs, API keys, and traffic, connecting to major AI providers through a single endpoint.
In order to support a growing catalog of AI models while maximizing GPU utilization, Cloudflare built an internal platform called Omni. This platform uses lightweight isolation and memory over-commitment to run multiple AI models on a single GPU, allowing us to serve inference requests closer to users and improve overall availability across our network.
Existing LLM serving engines aren’t efficient enough when deployed across a globally distributed network, so we built our own, in Rust. Infire is an LLM inference engine that employs a range of techniques to maximize resource utilization, allowing us to serve AI models more efficiently and with better performance for Cloudflare workloads.
We're expanding Workers AI with new partner models from Leonardo.Ai and Deepgram. Start using state-of-the-art image generation models from Leonardo (Phoenix, Lucid Origin) and real-time TTS and STT models from Deepgram (Nova 3, Aura 1). Build full-stack, low-latency AI applications, all hosted on Cloudflare's global network.
The Bahmni open-source hospital management system started over nine years ago with a front end using AngularJS and an OpenMRS REST API. We wished to convert this to use a React + TypeScript front end with an HL7 FHIR API. In exploring how to do this modernization we used a structured prompting workflow of Research, Review, and Rebuild - together with Cline, Claude 3.5 Sonnet, Atlassian MCP server,
CLI coding agents are a fundamentally different tool to chatbots or autocomplete tools - they're agents that can read code, run tests, and update a codebase. While commercial tools are impressive, they don't understand the particular context of our environment and the eccentricities of our specific project. Instead we can build our own coding agent by assembling open source tools, using our specif
Explore how to use GitHub Copilot on github.com to automate tasks, assign agents, prototype ideas, and streamline your entire workflow — all without an IDE.
TV interface design is a unique, fascinating, and often overlooked field. It’s been guided by decades of evolution and innovation, yet still firmly constrained by its legacy. Follow Milan into the history, quirks, and unshakable rules that dictate how we control these devices.
Cloudflare will provide confidence scores within our application library for Gen AI applications, allowing customers to assess their risk for employees using shadow IT.
GenAI tools bring power — and risk. Cloudflare CASB now scans ChatGPT, Claude, and Gemini for misconfigurations, sensitive data exposure, and compliance issues, helping organizations adopt AI with confidence.
This guide provides best practices for Security and IT leaders to securely adopt generative AI using Cloudflare’s SASE architecture as part of a strategy for AI Security Posture Management (AI-SPM).
We’re excited to announce Cloudflare MCP Server Portals are now available in Open Beta. MCP Server Portals are a new capability that enable you to centralize, secure, and observe every MCP connection in your organization. This feature is part of Cloudflare One, our secure access service edge (SASE) platform that helps connect and protect your workspace.
Cloudflare's AI security suite now includes unsafe content moderation, integrated into the Application Security Suite via Firewall for AI. Built with Llama, it detects and blocks harmful prompts before they reach your AI applications.
This was my experience at PGday Hyderabad 2025, which included a lot of learnings and it was my first conference. Please dive in to check.
Unmesh and Martin exchanged some emails about building abstractions while working with an LLM. They talk about the influence of Brooks's framing of essential and accidental complexity, and how this carries over to thinking of programming as both growing and applying abstractions. An LLM is useful in both modes of working, but has to be used differently. We can't reduce growing abstractions to a st
We sit down with Jason Lengstorf on the GitHub Podcast, where he shares his perspective on education, AI, open source, and more.
The Kotlin incremental compiler has been a true gem for developers chasing faster compilation since its introduction in build tools. Now, we’re excited to bring its benefits to Buck2 – Meta’s build system – to unlock even more speed and efficiency for Kotlin developers. Unlike a traditional compiler that recompiles an entire module every time, […]
Learn how we evolved our AI assistant architecture and built robust evaluation frameworks for real-world deployment
