🚀 How Vibe Coding Ensures Production-Grade Code in Custom Web Dev 🚀

1/ Rule-Driven Gen
Tiered rules enforce security & stack compliance (e.g., no GPL code, JWT standards). Context-aware rules apply dynamically (e.g., route-specific validations).

2/ Structured Prompts
Templates guide precise code gen:
“[Feature] Login | [Stack] JWT+Next.js | [Constraint] Integrate with legacy users”
Layered prompts ensure maintainable code (Clean Architecture → JSDoc comments).

3/ Auto-Test & Validate
AI generates unit tests with >80% coverage before review. Tools flag vulnerabilities/style issues in real time.

4/ Human Oversight
Dev teams audit security (SQLi), performance (API speed), and compliance (GDPR). AI self-checks code size (e.g., files <300 lines) and docs.

5/ Continuous Quality
Debt management: Incremental refactors + penetration testing. Team training ensures devs understand AI logic, not just accept outputs.

🎯 Why It Wins

Efficiency + Quality : AI handles boilerplate; humans focus on architecture/logic.
Risk Control : Rules/tools block common AI flaws (hardcoded secrets, monoliths).

📦 Case Study : Custom e-commerce site saved 70% dev time—developers only reviewed OAuth security, not manual form coding.

💡 The future of code? #AI speed + human rigor.

#VibeCoding #WebDev #AICoding #DevOps