A goal-runner test framework that executes deterministic YAML workflows against auroai.eu, verifies UI + database + journal-entry state end-to-end, and uses an LLM only for post-mortem failure diagnosis and selector self-healing.
Pre-baked auth recipes plus per-persona goal files for invoicing, payroll, leave, reconciliation, and quoting.
Each run captures full Playwright traces, screenshots at failure, and DB-row assertions tied to the source goal.
Failed runs auto-generate a one-line LLM diagnosis ("transaction rolled back due to missing tax_id") and link to the trace.
HU bookkeeper, HR admin, sales lead, owner, employee. Each persona maps to a real Auro client account on auroai.eu.