5-Question AI-Powered Goal-Based Testing
Methodology for AI agents to evaluate user journeys by taking screenshots, reading pages, and thinking like real users
Methodology for AI agents to evaluate user journeys by taking screenshots, reading pages, and thinking like real users
Static code analysis that catches anti-patterns, security shortcuts, and failure handling gaps that functional testing misses
Step-by-step documentation for every email flow the system runs, with verification at each step. Replaces scattered tribal knowledge about what "should happen" at each stage.
Layer 3 of the knowledge system — per-tier specs defining exactly what a customer sees at every touchpoint
How to create per-tier acceptance specs that define exactly what a customer sees at every touchpoint — the missing layer between feature matrices and E2E tests
How to self-review implementation as a senior QA engineer — using QA_CHECKLIST.md and AGENT_QUALITY_PRINCIPLES.md together to find critical, important, and minor issues before shipping
Post-mortem analysis of 40+ issues found during CEO manual walkthrough of Starter Chat journey as "Pastor Dave," with root cause analysis, methodology gaps, and actionable improvements
25 personas representing real users across the ChurchWiseAI portfolio, used by AI agents for 5-Question goal-based testing
Library of persona prompts for QA agents. Each persona catches different categories of bugs. Use at least 3 personas per journey test.
How to run Playwright tests against production URLs (not localhost). Required for accurate auditing of CSR pages.
Complete audit of every protection mechanism for the ChurchWiseAI chatbot and voice agent, with gap analysis and the test/baseline/benchmark framework definition.
Where all test suites live and how to run them — unit tests, E2E Playwright specs, persona-based delivers tests, agent simulation, and knowledge integrity tests across all 4 active codebases
Mandatory procedure after every significant test finding — ensures root cause is fixed everywhere, not just in code