工作原理
三个简单步骤，诊断并修复 CI 失败。
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1
Paste Your CI Log
Copy the failing CI output and paste it into CIHelper.
- ✓Select your CI platform (GitHub Actions, GitLab CI, CircleCI, or Other)
- ✓The log is processed in-memory with end-to-end encryption
- ✓No raw data is stored permanently without your consent
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2
Get Instant Diagnosis
CIHelper analyzes the log using AI trained on thousands of CI failures.
- ✓Pinpoints the exact failing step in your pipeline
- ✓Explains the likely cause in plain English
- ✓Provides a concrete fix tailored to your platform
- ✓Suggests a prevention tip to avoid future failures
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3
Fix and Prevent
Apply the fix and implement guardrails.
- ✓Apply the suggested fix to your code or configuration
- ✓Use prevention tips to add linting, type-checking, or pre-commit hooks
- ✓Track improvement over time with diagnosis history
幕后机制
CIHelper 的 AI 模型基于真实生产流水线的 CI 日志、主流 CI 平台文档、常见错误模式及其解决方案，以及各平台专属惯用法与最佳实践训练而成。
[X]+
错误模式
[X]+
CI 平台
[X]+
训练日志
99.9%
正常运行时间 SLA
[X] 占位符表示需通过实际使用数据验证的指标