Per Aikido docs: preview every AI-generated fix and check its confidence level before merging - fixes are suggestions, not guarantees.

Context: Problem: AI AutoFix generated a patch for a SAST or IaC issue and you are unsure whether to trust it. Every fix ships with a preview, a confidence level (High, Medium, or Low), PR creation in your SCM, and one-click apply in the IDE. Manual review before merging is recommended regardless of confidence. Simple fixes generate in under 5 seconds, complex ones up to 30 seconds. Notes: Local Scan accounts get AutoFix in IDE plugins only, not the UI; code snippets are sent to AWS Bedrock over encrypted channels and are not used for training.

## Matched source
Source: Source: https://help.aikido.dev/autofix-and-remediation/scope/ai-autofix-for-sast-and-iac-issues.md
Original query: "Aikido AI AutoFix confidence levels - always review before merging"
Key terms: aikido, always, autofix, before, confidence, levels, merging, review