031 ai test analysis

// Test: AI-assisted test failure analysis
//
// When tests fail, AI analyzes the failure and suggests fixes.
// Already proven in korulang_org Discord integration:
//
//   ⚡ Koru Compiler Update: d116811
//   Zero failures achieved. We just nuked 12 failing tests...
//   Δ PassRate: 1.6% | ✅ 1 fixed
//
// The pattern:
// 1. Test runner collects failure data (stdout, stderr, diffs)
// 2. generateObject({ schema: FailureAnalysis, prompt: context })
// 3. Structured output: { summary, root_cause, suggested_fix, affected_files }
// 4. Feed into Discord, issue tracker, or next AI call
//
// This enables:
// - "Why did this test start failing?" → AI traces recent commits
// - "Is this a regression or new behavior?" → AI compares snapshots
// - "What's the minimal fix?" → AI suggests patch

// Placeholder - this test documents the pattern, not a specific implementation
~tor test.placeholder {}
~proc test.placeholder|zig { }
~test.placeholder()