CYPEX Use Cases
CYBERTEC's CYPEX makes internal app development with PostgreSQL a breeze. Check out use cases in livestock management and internet shopping!
FigJam is now your coding agent’s whiteboard too
Agents are changing your code faster than your team can follow. Now you can close that gap with new MCP skills, architecture layouts, and more in FigJam.
Structured-Prompt-Driven Development (SPDD)
LLM programming assistants have demonstrated considerable value, but mostly with individual developers. The internal IT organization in Thoughtworks has been using them for their teams and have developed a method and workflow called Structured Prompt-Driven Development (SPDD). The article describes a simple example of this workflow with details in github. This workflow treats the prompts as a firs
GitHub for Beginners: Getting started with Markdown
Discover how to format and edit your comments and posts using Markdown.
Securing the git push pipeline: Responding to a critical remote code execution vulnerability
How we validated, fixed, and investigated a critical vulnerability in under two hours, and confirmed no exploitation.
An update on GitHub availability
Here’s what we’ve done—and what we’re still doing—to improve our availability and reliability.
Scroll-Driven Animations
The new Animation Timeline API allows us to create dynamic scroll animations without any JavaScript! It’s honestly a very lovely API, and in this blog post, we’ll explore some of the super cool things we can do with it.
2026 Vercel AI Accelerator recap
Read the recap of the 2026 Vercel AI Accelerator, where 39 AI startups spent six weeks building with Vercel before pitching at Demo Day at our San Francisco headquarters.
GitHub Copilot is moving to usage-based billing
Starting June 1, your Copilot usage will consume GitHub AI Credits.
The “Bug-Free” Workforce: How AI Efficiency Is Subtly Disrupting The Interactions That Build Strong Teams — Smashing Magazine
AI tools are eliminating the need to “bug” colleagues for help, but the informal interactions they replace are the very scaffolding that builds team trust, belonging, and innovation. Casey Hudetz and Eric Olive explore the research and potential impacts behind that risk and offer practical strategies for maintaining human connection while leveraging AI’s strengths.
New to the web platform in April
Discover some of the interesting features that have landed in stable and beta web browsers during April 2026.
Close-to-zero-downtime migration from Oracle to PostgreSQL
Close-to-zero-downtime migration is a must - especially true if you want to migrate a large Oracle database to PostgreSQL.
Making Rust Workers reliable: panic and abort recovery in wasm‑bindgen
Panics in Rust Workers were historically fatal, poisoning the entire instance. By collaborating upstream on the wasm‑bindgen project, Rust Workers now support resilient critical error recovery, including panic unwinding using WebAssembly Exception Handling.
Flow generation through natural language: An agentic modeling approach (2026) - Shopify
We fine-tuned Qwen3-32B into a tool-calling agent that generates Flow automations: 2.2x faster, 68% cheaper, with a weekly retraining flywheel.
The UX Designer’s Nightmare: When “Production-Ready” Becomes A Design Deliverable — Smashing Magazine
In a rush to embrace AI, the industry is redefining what it means to be a UX designer, blurring the line between design and engineering. Carrie Webster explores what’s gained, what’s lost, and why designers need to remain the guardians of the user experience.
Independence Is Not Just a Database Feature
This blog, talks about CYBERTEC and its initiative for the greener world. Hear from the CEO himself what's more to come.
Compliance for Switzerland
How AI leaders are borrowing from the design playbook
A new class of leaders is leaning on design principles to guide their companies through AI transformation.
Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge
We’ve fundamentally transformed Facebook Groups Search to help people more reliably discover, sort through, and validate community content that’s most relevant to them. We’ve adopted a new hybrid retrieval architecture and implemented automated model-based evaluation to address the major friction points people experience when searching community content. Under this new framework, we’ve made tangib
Building the agentic cloud: everything we launched during Agents Week 2026
Agents Week 2026 is a wrap. Let’s take a look at everything we announced, from compute and security to the agent toolbox, platform tools, and the emerging agentic web. Everything we shipped for the agentic cloud.
Thank You For Being a Friend
It's been one of those months, and by that, I mean one of the 663 months since I was born. This won't be a long post, because I only have two things to say. First, I'm really glad we re-ordered the GMI (Guaranteed Minimum Income) rural study counties so Mercer County, WV, my Dad's county, went first in October 2025. I knew dad was close to the end, and sure enough, that was the last time I ever sa
Changes to GitHub Copilot Individual plans
We’re making these changes to ensure a reliable and predictable experience for existing customers.
Highlights from Git 2.54
The open source Git project just released Git 2.54. Here is GitHub’s look at some of the most interesting features and changes introduced since last time.
Session Timeouts: The Overlooked Accessibility Barrier In Authentication Design — Smashing Magazine
Poorly handled session timeouts are more than a technical inconvenience. They can become serious accessibility barriers that interrupt essential online tasks, especially for people with disabilities. Here is how to implement thoughtful session management that improves usability, reduces frustration, and helps create a more accessible and respectful web.
Introducing Flagship: feature flags built for the age of AI
We are launching Flagship, a native feature flag service built on Cloudflare’s global network to eliminate the latency of third-party providers. By using KV and Durable Objects, Flagship allows for sub-millisecond flag evaluation.
Introducing the Agent Readiness score. Check to see if your site is agent-ready
The Agent Readiness score can help site owners understand how well their websites support AI agents. Here we explore new standards, share Radar data, and detail how we made Cloudflare’s docs the most agent-friendly on the web.
Unweight: how we compressed an LLM 22% without sacrificing quality
Running LLMs across Cloudflare’s network requires us to be smarter and more efficient about GPU memory bandwidth. That’s why we developed Unweight, a lossless inference-time compression system that achieves up to a 22% model footprint reduction, so that we can deliver faster and cheaper inference than ever before.
Redirects for AI Training enforces canonical content
Soft directives don’t stop crawlers from ingesting deprecated content. Redirects for AI Training allows anybody on Cloudflare to redirect verified crawlers to canonical pages with one toggle and no origin changes.
Shared Dictionaries: compression that keeps up with the agentic web
Today, we’re excited to give you a sneak peek of our support for shared compression dictionaries, show you how it improves page load times, and reveal when you’ll be able to try the beta yourself.
Agents Week: network performance update
By migrating our request handling layer to a Rust-based architecture called FL2, Cloudflare has increased its performance lead to 60% of the world’s top networks. We use real-user measurements and TCP connection trimeans to ensure our data reflects the actual experience of people on the Internet.
Agents that remember: introducing Agent Memory
Cloudflare Agent Memory is a managed service that gives AI agents persistent memory, allowing them to recall what matters, forget what doesn't, and get smarter over time.
Building an emoji list generator with the GitHub Copilot CLI
See how we created an emoji list generator during the Rubber Duck Thursday stream.
Bringing more transparency to GitHub’s status page
Changes to the status page will provide more specific data, so you’ll have better insight into the overall health of the platform.
How Zo Computer improved AI reliability 20x on Vercel
Email for agents - Cloudflare Email Service now in public beta
Agents are becoming multi-channel. That means making them available wherever your users already are — including the inbox. Today, Cloudflare Email Service enters public beta with the infrastructure layer to make that easy: send, receive, and process email natively from your agents.
Artifacts: versioned storage that speaks Git
Give your agents, developers, and automations a home for code and data. We’ve just launched Artifacts: Git-compatible versioned storage built for agents. Create tens of millions of repos, fork from any remote, and hand off a URL to any Git client.
Building the foundation for running extra-large language models
We built a custom technology stack to run fast large language models on Cloudflare’s infrastructure. This post explores the engineering trade-offs and technical optimizations required to make high-performance AI inference accessible.
AI Search: the search primitive for your agents
AI Search is the search primitive for your agents. Create instances dynamically, upload files, and search across instances with hybrid retrieval and relevance boosting. Just create a search instance, upload, and search.
Cloudflare’s AI Platform: an inference layer designed for agents
We're building AI Gateway into a unified inference layer for AI, letting developers call models from 14+ providers. New features include Workers AI binding integration and an expanded catalog with multimodal models.
Deploy Postgres and MySQL databases with PlanetScale + Workers
Learn how to deploy PlanetScale Postgres and MySQL databases via Cloudflare and connect Cloudflare Workers.
How GitHub uses eBPF to improve deployment safety
Learn how Github uses eBPF to detect and prevent circular dependencies in its deployment tooling.
Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale
We’re sharing insights into Meta’s Capacity Efficiency Program, where we’ve built an AI agent platform that helps automate finding and fixing performance issues throughout our infrastructure. By leveraging encoded domain expertise across a unified, standardized tool interface these agents help save power and free up engineers’ time away from addressing performance issues to innovating on […] Read
Post-Quantum Cryptography Migration at Meta: Framework, Lessons, and Takeaways
We’re sharing lessons learned from Meta’s post-quantum cryptography (PQC) migration to help other organizations strengthen their resilience as industry transitions to post-quantum cryptography standards. We’re proposing the idea of PQC Migration Levels to help teams within organizations manage the complexity of PQC migration for their various use cases. By outlining Meta’s approach to this work […
A new programming model for durable execution
Vercel Workflows is now GA. Write durable, long-running functions in TypeScript or Python. No orchestrator, no Kubernetes, no separate infrastructure. 100M+ runs in beta across 1,500+ customers.
Browser Run: give your agents a browser
Browser Rendering is now Browser Run, with Live View, Human in the Loop, CDP access, session recordings, and 4x higher concurrency limits for AI agents
Project Think: building the next generation of AI agents on Cloudflare
Announcing a preview of the next edition of the Agents SDK — from lightweight primitives to a batteries-included platform for AI agents that think, act, and persist.
Introducing Agent Lee - a new interface to the Cloudflare stack
Agent Lee is an in-dashboard agent that shifts Cloudflare’s interface from manual tab-switching to a single prompt. Using sandboxed TypeScript, it helps you troubleshoot and manage your stack as a grounded technical collaborator.
Rearchitecting the Workflows control plane for the agentic era
Cloudflare Workflows, a durable execution engine for multi-step applications, now supports higher concurrency and creation rate limits through a rearchitectured control plane, helping scale to meet the use cases for durable background agents.
Add voice to your agent
An experimental voice pipeline for the Agents SDK enables real-time voice interactions over WebSockets. Developers can now build agents with continuous STT and TTS in just ~30 lines of server-side code.
Register domains wherever you build: Cloudflare Registrar API now in beta
The Cloudflare Registrar API is now in beta. Developers and AI agents can search, check availability, and register domains at cost directly from their editor, their terminal, or their agent — without leaving their workflow.
The TL;DR on MCP: Why context matters and how to put it to work
Here’s what MCP unlocks for everyone who builds products.
Build a personal organization command center with GitHub Copilot CLI
Learn about the productivity tool one GitHub engineer built, and how AI supported the development process.
Developer policy update: Intermediary liability, copyright, and transparency
We’re sharing recent policy updates that developers should know about, updating our Transparency Center with the full year of 2025 data, and looking to what’s ahead.
Autoresearch isn’t just for training models (2026) - Shopify
How we cut our CI pipeline build time by 65% and open-sourced the project.
Securing non-human identities: automated revocation, OAuth, and scoped permissions
Cloudflare is introducing scannable API tokens, enhanced OAuth visibility, and GA for resource-scoped permissions. These tools help developers implement a true least-privilege architecture while protecting against credential leakage.
Secure private networking for everyone: users, nodes, agents, Workers — introducing Cloudflare Mesh
Cloudflare Mesh provides secure, private network access for users, nodes, and autonomous AI agents. By integrating with Workers VPC, developers can now grant agents scoped access to private databases and APIs without manual tunnels.
Managed OAuth for Access: make internal apps agent-ready in one click
Managed OAuth for Cloudflare Access helps AI agents securely navigate internal applications. By adopting RFC 9728, agents can authenticate on behalf of users without using insecure service accounts.
Scaling MCP adoption: Our reference architecture for simpler, safer and cheaper enterprise deployments of MCP
We share Cloudflare's internal strategy for governing MCP using Access, AI Gateway, and MCP server portals. We also launch Code Mode to slash token costs and recommend new rules for detecting Shadow MCP in Cloudflare Gateway.
From Legal Briefs to Postgres Beats: My Whirlwind PGConf India Experience
This blog describes the experience of PGConf India 2026, read and know more about the event and what can you expect next.
Hack the AI agent: Build agentic AI security skills with the GitHub Secure Code Game
Learn to find and exploit real-world agentic AI vulnerabilities through five progressive challenges in this free, open source game that over 10,000 developers have already used to sharpen their security skills.
