QM

Everything Fervor AI has published that touches QM — 4 pieces, newest first.

• Briefing · August 4, 2026 · morning

  Every significant agent launch on today's board answers the same two questions, where the agent is allowed to work and how a human checks what it did, which means the…

• Fresh-Context Review: The Agent That Wrote Your Code Is the Worst Judge of It

  A context window that wrote the code cannot honestly review it, self-preference research shows the failure gets worse exactly when the author was wrong, and the fix is a…

• Briefing · August 3, 2026 · morning

  The harness, not the model and not the prompt, became the unit of engineering this week, and it is now carrying the permission model, the review gate, and the security…

• YC Open-Sourced Its Internal Agent Harness. Read QM's SECURITY.md First.

  The most valuable file in YC's newly open-sourced QM harness is SECURITY.md, because it enumerates in plain language the thirteen places its per-person scoping does not…