Aikido AI AutoFix confidence levels - always review before merging

TL;DR

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

Steps

1. Per Aikido docs: preview every AI-generated fix and check its confidence level before merging - fixes are suggestions, not guarantees.
2. 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.

When to use

You are seeing this: Manual review before merging is recommended regardless of confidence. Use this skill when you run into "Aikido AI AutoFix confidence levels - always review before merging".

When not to use

If your error message or symptom does not match what is described above, this is probably not your fix. Search for your exact error text instead of forcing this one to fit.

Versions

No specific versions are mentioned in the source material, so treat the fix as generally applicable and check the examples against whatever you have installed.

Why this happens

The original report does not dig into a root cause. It documents the symptom and the fix that resolved it.

Source: 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.

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

Source URL: https://help.aikido.dev/autofix-and-remediation/scope/ai-autofix-for-sast-and-iac-issues.md