Cybersecurity

Slashing agent token costs by 98% with RFC 9457-compliant error responses

Ali NematiAli Nemati2 days ago33 sec read12 views

Cloudflare has introduced structured error responses in Markdown and JSON formats for better machine-agent interaction. These responses are standards-compliant and cheaper to process compared to HTML. Agents can now use explicit Accept headers like text/markdown, application/json, or application/problem+json to receive these structured errors, enabling more efficient handling of errors such as WAF blocks, geo-restrictions, and rate limits. This change is part of Cloudflare's broader initiative to support agent-friendly content delivery and includes future plans for AI Gateway, Workers AI, and other security primitives.

Read the full article at The Cloudflare Blog


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Ali Nemati
Ali NematiWritten by Ali
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