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Taming the firehose: A spooling architecture for large MCP tool responses

Matthew Westwood-Hill
2026-10-14 9:00 am
Workshop
Running Secure Operations
Operational Limits and Failure Modes of AI-Assisted Security

An open-source spooling architecture stores large MCP tool responses outside the context window, returning only the summary an LLM actually needs to work with.

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Matthew Westwood-Hill, a CISO and DFIR practitioner researching AI tooling, leads a workshop and presents on MCP tool responses and risky browser extensions.
Matthew Westwood-Hill
CISO
Cognisn
Matthew Westwood-Hill, a CISO and DFIR practitioner researching AI tooling, leads a workshop and presents on MCP tool responses and risky browser extensions.

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