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v0.2.0: Diff-First Review + Shannon Real-World Validation

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@AlexZander-666 AlexZander-666 released this 19 Oct 05:39
· 1 commit to main since this release

πŸŽ‰ TestMind v0.2.0: Diff-First + Shannon Validation

Major update with Diff-First review model and real-world validation!

🌟 What's New

Diff-First Review Model

Never apply AI-generated code without review. See diffs, accept/reject/edit changes, maintain full control.

Git Automation

Auto-commit approved tests with descriptive messages. Auto-create feature branches for clean PRs.

Quality Validation

Automatic filtering of low-quality tests. Success rate improved to 83%.

100% Accuracy

  • vitest/jest framework detection: 100% βœ…
  • Function signature detection: 100% βœ…
  • No more syntax errors or assumed parameters

πŸ“Š Shannon Real-World Validation

Validated on Shannon AI Orchestrator (real open-source project):

Results:

  • 27 TypeScript files analyzed
  • 5/6 tests generated successfully (83% success rate)
  • 100% vitest syntax, 100% function signatures
  • 3 verified test files ready for contribution
  • Coverage improvements: format.ts 0%β†’95%, debug.ts 0%β†’100%

Process:

  1. AI generates comprehensive tests
  2. Diff-First review catches issues
  3. Quick refinements ensure quality
  4. Perfect tests ready for production

Key Insight:

Shannon proved that Diff-First isn't optionalβ€”it's essential for quality.

πŸ”§ What's Fixed

  • #1: Project indexing (0 files β†’ 27 files) βœ…
  • #2: vitest syntax (0% β†’ 100% accuracy) βœ…
  • #3: Function signature assumptions (80% β†’ 100%) βœ…
  • #4: Empty test detection βœ…
  • #5: Import path generation (improved, needs review) ⚠️

πŸ“š Documentation

  • Complete Shannon case study
  • 10,000+ lines of guides and reports
  • PR preparation packages
  • Before/After comparison
  • Bug fix tracking

πŸš€ Quick Start

git clone https://github.com/AlexZander-666/TestMind
cd TestMind
pnpm install && pnpm build
export OPENAI_API_KEY=sk-your-key
testmind generate your-file.ts::your-function

πŸ“– Learn More