sol-advisor

Everything FervorAI has published that touches sol-advisor — 2 pieces, newest first.

• 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…