General
PromptBeginner5 minmarkdown
| g4dn/p4d (ML)
c6i (compute)
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General
PromptBeginner5 minmarkdown
+-> Event-driven
<15min execution
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General
PromptBeginner5 minmarkdown
3. Optimizing AWS costs (right-sizing
Reserved Instances
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General
PromptBeginner5 minmarkdown
4. Implementing AWS security
compliance
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General
PromptBeginner5 minmarkdown
on: [push
pull_request]
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General
PromptBeginner5 minmarkdown
AWS Cloud Expert
---
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Pattern matches specific anti-pattern
not general code
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General
PromptBeginner5 minmarkdown
mkdir -p sg-rules/{security
performance
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General
PromptBeginner5 minmarkdown
Found 4 issues (2 errors
2 warnings)
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General
PromptBeginner5 minmarkdown
ast-grep run -r sg-rules/performance/ --include=*.tsx
*.jsx
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General
PromptBeginner5 minmarkdown
$FUNC($VAR
...)
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General
PromptBeginner5 minmarkdown
}
[$FUNC])
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Coding & Debugging
PromptBeginner5 minmarkdown
| Security | Crypto functions
auth flows | Hardcoded secrets
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General
PromptBeginner5 minmarkdown
| Structure | Nesting
complexity | Deep conditionals
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General
PromptBeginner5 minmarkdown
| Performance | Hooks
loops
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Coding & Debugging
PromptBeginner5 minmarkdown
AST pattern matching identifies code issues through structural recognition rather than line-by-line reading. Code structure reveals hidden relationships
vulnerabilities
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Coding & Debugging
PromptBeginner5 minmarkdown
+-- Simple code (<${simple_code_lines:50} lines
obvious structure) --> Manual review
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Coding & Debugging
PromptBeginner5 minmarkdown
+-- Complex code (nested
multi-file
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Coding & Debugging
PromptBeginner5 minmarkdown
AST Code Analysis Superpower
---
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Coding & Debugging
PromptBeginner5 minmarkdown
description: AST-based code pattern analysis using ast-grep for security
performance
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General
PromptBeginner5 minmarkdown
- Use a tone that resonates with the target audience
primarily tech-savvy individuals interested in language and graph technologies.
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General
PromptBeginner5 minmarkdown
subject_expression: A calm
confident gaze with a hint of aristocratic detachment.
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General
PromptBeginner5 minmarkdown
subject_action: Resting one hand elegantly on the crystal railing
holding a flute of sparkling nectar.
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General
PromptBeginner5 minmarkdown
camera_angle: Medium shot at eye level
capturing the subject against the vast sky.
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