no-guess-is-good-guess.md

🔧 General Development Guidelines

Technology Stack

• Framework:
• Language:
• Database:

Development Philosophy

⚠️ CRITICAL RULES:

1. NO GUESSING OR ASSUMPTIONS

   • Concepts such as "probably", "likely", "possibly" are NOT acceptable
   • If you are not 100% certain about something, you have a THEORY, not a FACT
   • NEVER make code changes based on a THEORY

2. ALL THEORIES REQUIRE PROOF

   • Proof comes from:
     • Asking clarifying questions
     • Finding irrefutable code evidence
     • Database schema verification
     • Existing implementation patterns

3. EVIDENCE-BASED DEVELOPMENT ONLY

   • Trace the code path completely
   • Understand existing patterns before extending them
   • Verify database schema before making changes

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