Guardrails at the Edge: Safety Without the Latency Tax

Proposed by Marcus Lindgren · Ironvale

Pending

Decision

This proposal is waiting on you.

Proposal

Moving classification and policy checks to the edge, with measurements of the latency budget they consume and the failures they actually catch.

Infrastructure & ScaleTalkAdvanced

Security

Speaker

People attached to this proposal. Accepting copies them onto the session and assigns their onboarding tasks.

Marcus LindgrenSpeakerPrimary contact

Marcus does application security for AI systems: untrusted tool calls, sandbox escapes, and the prompt injection you have not thought of yet.

Application answers

Everything the speaker filled in on the call-for-papers form.

Talk title: Guardrails at the Edge: Safety Without the Latency Tax
Abstract: Moving classification and policy checks to the edge, with measurements of the latency budget they consume and the failures they actually catch.
Track(s): Infrastructure & Scale
Session format: Talk (25 min)
Audience level: Advanced
Have you presented this talk before?: No
Do you need travel support to attend?: Yes
Speaker biography: Marcus does application security for AI systems: untrusted tool calls, sandbox escapes, and the prompt injection you have not thought of yet.

Reviewers

Assign this proposal to a specific reviewer, on top of whoever already gets it through their tracks.

Reviews

1 review from the programme committee.

4.0 / 5average from 1 score

Ada Nwosu4.0 / 5Approve23 Jul 2026
Concrete, well-scoped and clearly grounded in real production experience. I would attend this.

Details

FormatTalk

Audience levelAdvanced

Submitted18 Jul 2026 at 22:30

Decision recorded—

FormDevFlow Conf 2027 — Call for Speakers