VybeCoder Real-World Test Suite

A practical test suite measuring VybeCoder's ability to detect and fix common developer errors - the issues that actually block developers daily.

Philosophy

This suite tests what matters:

• ✅ "Does my code compile after Fix Everything?"
• ✅ "Did it catch the typo I couldn't find?"
• ✅ "Can it fix my bracket/string issues?"

NOT trick questions like:

• ❌ "Can it find a hidden race condition?"
• ❌ "Does it detect subtle memory leaks?"
• ❌ "Can it predict runtime behavior?"

Test Structure

vybecoder-realworld-suite/
├── tier1-syntax/           # 80% of real issues - MUST fix
│   ├── javascript/
│   ├── typescript/
│   ├── python/
│   ├── java/
│   ├── go/
│   ├── csharp/
│   ├── swift/
│   └── cpp/
├── tier2-compile/          # 15% of real issues - SHOULD fix
│   └── [same languages]
└── tier3-quality/          # 5% of real issues - suggestions
    └── [same languages]

Tier Definitions

Tier 1: Syntax Errors (BLOCKING - Must Fix)

These prevent code from parsing/compiling at all:

• Unclosed brackets { ( [
• Unclosed strings " '
• Missing semicolons (where required)
• Unmatched quotes
• Invalid syntax tokens

Expected: 95-100% fix rate

Tier 2: Compile/Type Errors (BLOCKING - Should Fix)

Code parses but won't compile or has obvious errors:

• Type mismatches
• Missing return statements
• Undefined variables/functions
• Wrong argument counts
• Missing imports (for used symbols)

Expected: 80-90% fix rate

Tier 3: Quality Suggestions (NON-BLOCKING)

Code works but could be better:

• Unused imports
• Style issues (== vs ===)
• Potential null safety issues
• Best practice violations

Expected: Detection only, optional fixes

Success Criteria

Tier	Detection	Fix Rate	Verification
Tier 1	100%	95%+	Code parses
Tier 2	90%+	80%+	Code compiles
Tier 3	80%+	N/A	Suggestions shown

Languages Covered

Language	Tier 1	Tier 2	Tier 3
JavaScript	✅	✅	✅
TypeScript	✅	✅	✅
Python	✅	✅	✅
Java	✅	✅	✅
Go	✅	✅	✅
C#	✅	✅	✅
Swift	✅	✅	✅
C++	✅	✅	✅

Error Counts

Tier	Files	Total Errors	Expected Fixes
Tier 1	24	48	46+ (95%)
Tier 2	24	48	38+ (80%)
Tier 3	23	~100	N/A (suggestions)
Total	71	~196	84+

Version

• Suite Version: 1.0
• Created: December 2025
• Target: VybeCoder v42.96+