Self-Annealing

The self-annealing system is how Advizr agents improve over time. When a task fails, the agent fixes the execution script and updates the relevant directive’s Learnings section. Future runs benefit from accumulated knowledge. This page covers the annealing loop, how learnings are structured, and the feedback mechanism between kb_submit_output quality scoring and directive updates.