uckn-export-20250703_112802.json•1.22 kB
{
"pattern_type": "development_session",
"session_metadata": {
"id": "20250703_112802",
"title": "Test Status Tracking & Quality Infrastructure Session",
"duration_minutes": 1.0485761333333334,
"date": "2025-07-03"
},
"problems_solved": [
{
"problem": "CI failures blocking development - all checks failing unclear which are intentional vs bugs",
"solution": "Implemented intelligent test status tracking system with phase-based expected failures and enhanced pytest reporting",
"pattern_category": "issue_resolution"
}
],
"methodologies": [
{
"name": "Phase-Based-Test-Management",
"description": "Define explicit test expectations per development phase to distinguish intentional TDD failures from real bugs - eliminates analysis paralysis",
"pattern_category": "methodology"
}
],
"insights": [
{
"insight": "Explicit state documentation eliminates ambiguity - when development state is explicitly documented developers can focus on real issues instead of analyzing every failure",
"pattern_category": "lesson_learned"
}
],
"tools_effectiveness": [],
"metrics": {
"before": {},
"after": {}
}
}