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Dev.to
Dev.to
6/28/2026
Block AI-Generated Infrastructure Mistakes in CI Before They Hit Production

Block AI-Generated Infrastructure Mistakes in CI Before They Hit Production

Short summary

infrawise check blocks AI-generated code that causes full table scans, missing indexes, and other infrastructure anti-patterns in your CI pipeline. It reads actual DynamoDB schemas, PostgreSQL indexes, and query patterns, then fails builds when findings exceed your severity threshold (--fail-on high|medium|low). Drop-in GitHub Actions integration with YAML config using environment variable substitution for credentials.

  • AI assistants write syntactically correct code that compiles and passes tests but can generate DynamoDB full scans and missing index queries only visible at production scale
  • infrawise check analyzes actual cloud infrastructure and blocks builds when AI-generated code introduces anti-patterns against real database schemas and indexes
  • Integrates into CI with a single GitHub Actions step; configure in YAML with --fail-on threshold; requires only dynamodb:ListTables and dynamodb:DescribeTable IAM permissions

Generated with AI, which can make mistakes.

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