Separate reproduction, diagnosis, verification and fix agents hand off through a report file, with the original bug reporter acting as the acceptance test.
Pew Research analyzed nearly half a million Common Crawl pages and found 35% of post-ChatGPT pages show AI authorship signals, concentrated on .com domains.
OpenAI's GPT-5.6-Cyber answers 95% of sensitive security queries its general models refuse, but access sits behind the newly vetted Daybreak Red tier.
Cloudflare has open-sourced Cloudflare OS, the agent workspace its staff have used daily since May, pairing a sandboxed code runtime with a governance layer.
Cloudflare launched WebMCP, which exposes any site to browser AI agents without code changes, and Kitesurf, an agent-first browser built without Chromium.