Auditing an AI-generated project from its URL alone: a run through Audit Vibe Coding by Inithouse

说明与用途

使用 Audit Vibe Coding 对 AI 生成的 Web 项目进行单一 URL 审计，可发现 47 条检查项，涵盖八个领域，包括泄露的密钥、缺失的 SEO 标签和可访问性问题。按严重性优先修复后，项目评分可从 31 提升至 55+，仅需数小时。

问题

AI-generated web projects often ship with hidden security, SEO, performance, accessibility, and privacy issues that are not obvious from the source code alone.

结果

A single‑URL audit can uncover 47 checks across eight areas, with the most common critical findings being exposed secrets, zero SEO foundation, and poor accessibility. Fixing issues in severity order typically boosts the project score from ~31 to 55+ in a few hours.

工作流

• 1. Paste the project URL into auditvibecoding.com and provide an email address.
• 2. Select audit focus areas (or all eight).
• 3. Receive a scored report in the inbox within 24–48 hours.
• 4. Review the report’s severity‑sorted findings.
• 5. Fix the highest‑severity, lowest‑effort items first (e.g., remove exposed secrets, add meta tags, improve accessibility).
• 6. Re‑run the audit to confirm improvements and track score progression.

证据

47 checks, 8 areas, one public URL. That is the entire input we need at Audit Vibe Coding to produce a scored report for an AI-generated project.

来源

The three most common critical findings, in order of how often they appear: 1. Exposed secrets in the client bundle. 2. Zero SEO foundation. 3. Accessibility below baseline.

来源

Three hours of work after receiving the report typically moves a project from a score of 31 to 55 or higher.

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