Beyond Desk

Blog

Observations with evidence. Essays and notes in one stream — and every forward-looking claim stands on signal records you can check.

  1. B·0005blogObservation
    cites 6 signal entries

    Safe models do not compose into safe systems

    Six papers in two weeks converge on one engineering fact: safety measured on a single agent does not survive wiring agents together. The failure lives in the joints — memory, context, setup files, and the management layer itself.

    tags: agentic-workflow-patterns, agent-tools-setup