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cs.SE2026
Stop Means Stop: Measuring and Repairing the Enforcement Gap in Agent-Framework Control Primitives
Sajjad Khan
Production LLM-agent frameworks ship control primitives -- human-in-the-loop approval gates, run cancellation, and execution timeouts -- whose names and documentation imply barrier…
cs.SE2026
Token Budgets: An Empirical Catalog of 63 LLM-Agent Budget-Overrun Incidents, with an Affine-Typed Rust Mitigation as a Case Study
Sajjad Khan
LLM-agent budget overruns are a documented production failure class: a single retry loop can spend thousands of dollars before an operator notices, and the in-process integrity pro…