agent audit surfaces

self.md radar — 2026-07-21 today’s strongest sources put audit pressure at hidden agent failure points: the planner context before downstream agents act, the code-security hunt before a bug becomes a ticket, and the rater state before a preference label becomes reward data. PlanFlip attacks planner context before an Executor or Critic gets to clean it up. Vercel’s deepsec turns security review…