Training
Post-mortems, autonomy proposals, skill evolution, and training recommendations
DFS scoring consistency
DFS scores vary by 8-12 points across runs for the same dealer. Non-deterministic factors leaking into scoring.
Pin DFS scoring inputs. Add golden test case for DFS scoring like Perry has for carrying cost.
Outreach personalization depth
Email sequences use template structure but lack dealer-specific capital pain points. Last 3 outreach drafts were generic.
Load dealer inventory summary before drafting outreach. Reference specific carrying cost numbers from BDU research.
Signal quality filtering
40% of signals scored below DFS 50 threshold. High noise ratio wasting BDU cycles.
Tighten Scout signal criteria: minimum DFS 60 for pass-through, 50-60 flagged as low-confidence.
Template output quality
15% of template outputs require manual formatting fixes. Markdown rendering inconsistent.
Add output format validation step. Haiku runs a self-check on template conformance before returning.