Engineering Insights

Consensus accelerates research with GPT-5 and Responses API

Consensus uses GPT-5 and OpenAI’s Responses API to power a multi-agent research assistant that reads, analyzes, and synthesizes evidence in minutes—helping over 8 million researchers accelerate scientific discovery.

WAF - WAF Release - 2025-10-23 - Emergency

This week highlights enhancements to detection signatures improving coverage for vulnerabilities in Adobe Commerce and Magento Open Source, linked to CVE-2025-54236. Key Findings This vulnerability allows unauthenticated attackers to take over customer accounts through the Commerce REST API and, in certain configurations, may lead to remote code execution. The latest update enhances detection logic to provide more resilient protection against exploitation attempts. Impact Adobe Commerce (CVE-202

Workers AI - Workers AI Markdown Conversion: New endpoint to list supported formats

Developers can now programmatically retrieve a list of all file formats supported by the Markdown Conversion utility in Workers AI. You can use the env.AI binding: await env.AI.toMarkdown().supported() Or call the REST API: curl https://api.cloudflare.com/client/v4/accounts/{ACCOUNT_ID}/ai/tomarkdown/supported \ -H 'Authorization: Bearer {API_TOKEN}' Both return a list of file formats that users can convert into Markdown: [ { "extension": ".pdf", "mimeType": "applic

Workers - Workers Preview URL default behavior now matches your workers.dev setting

We have updated the default behavior for Cloudflare Workers Preview URLs. Going forward, if a preview URL setting is not explicitly configured during deployment, its default behavior will automatically match the setting of your workers.dev subdomain. This change is intended to provide a more intuitive and secure experience by aligning your preview URL's default state with your workers.dev configuration to prevent cases where a preview URL might remain public even after you disabled your workers.

AI in South Korea—OpenAI’s Economic Blueprint

OpenAI's Korea Economic Blueprint outlines how South Korea can scale trusted AI through sovereign capabilities and strategic partnerships to drive growth.

Work smarter with your company knowledge in ChatGPT

Company knowledge brings context from your apps into ChatGPT for answers specific to your business, with clear citations, security, privacy, and admin controls. Available now for Business, Enterprise, and Edu users.

Building the Open Agent Ecosystem Together: Introducing OpenEnv

OAuth App Based Workload Identity for Droplets

This post is the first entry in a three part series on workload identity federation: Part 1: Architecture (this post) Part 2: Deployment and Configuration Part 3: Usage from Droplets and GitHub Actions This entry will cover what workload identity federation is and how it can be implemented leveraging DigitalOcean’s OAuth API. In the following entries in this series, we’ll deploy an open source Proof of Concept (PoC), configure roles and policies for workload identity access control, spin up a Dr