1. AI Agents in CI/CD: Security, Robustness, and Productivity

    A graduate-level study of agentic CI/CD: authority and prompt injection, bounded verification, distributed recovery, test oracles, and causal measurement of productivity.

  2. Bounded Autonomy Requires Separate Control Planes

    Agentic automation remains governable when model choice, execution, policy, and evidence are separate interfaces with independent owners and tests.

  3. How to Trace an Agent That Can Crash or Be Killed

    The supervisor must own trace identity, timeouts, and final status because the agent may never get a chance to report how it stopped.

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