Skip to content

Cloudflare Blog

Technical deep dives, product updates, and insights from the teams that are helping to build a better Internet.

Cutting our inference bill by 68% by being obsessive about optimization

When our AI code reviewer's cost per run doubled, we dug into the token usage to find out why. Learn how we used prompt caching and intelligent model routing to slash our inference bill by 68% while speeding up reviews.

Continuous accountability for Verified bots

Identity alone doesn't guarantee a bot will behave responsibly. We are introducing a system to continuously evaluate whether Verified bots honor site preferences, like robots.txt and HTTP 429s, ensuring they remain accountable over time.