#amazon-web-services #artificial-intelligence #suggestions #bedrock #amazon-iam #recommendations #analysis

app isotope

Isotope scans AWS services and makes suggestions on how to improve them using Artificial Intelligence

4 releases

0.0.7 Nov 14, 2023
0.0.4 Nov 2, 2023
0.0.3 Oct 31, 2023
0.0.1 Oct 28, 2023

#8 in #suggestions

29 downloads per month

MIT license

425KB
1K SLoC

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Isotope

From the minds behind k8sgpt

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Isotope scans AWS services and makes suggestions on how to improve them using AWS Bedrock (Artificial Intelligence).

We leverage the high fidelity corpus of data inputted and trained by AWS to give you the best recommendations possible on how to secure your VPC. Our mission is to provide high quality analysis without needing to subscribe to specialist services. All the information and clear actions you could need, right on your CLI.

Key benefits

  • No exfiltration of data beyond your AWS account
  • Discrete examination of your services within AWS
  • Simplistic remediation steps designed for humans.

Example

❯ isotope analyze --explain
Current AWS region: eu-west-2
Running STS analyzer
Running S3 analyzer
MFA is not enabled for user alex
 Here are a few ways to enable MFA for a user called 'alex' using the AWS CLI:

1. Enable virtual MFA device:

aws iam create-virtual-mfa-device --virtual-mfa-device-name "alex"

This will create a virtual MFA device for the user. You can then retrieve the seed and QR code to configure the MFA app:

aws iam enable-mfa-device --user-name alex --serial-number arn:aws:iam::123456789012:mfa/alex --authentication-code1 123456


Installation

brew install isotope-rs/homebrew-isotope/isotope

Usage

  1. Set environment variables for AWS access
export AWS_ACCESS_KEY=""
export AWS_SECRET_ACCESS_KEY=""
export AWS_REGION="" ( e.g. eu-west-2 //wherever your VPC is )
export BEDROCK_REGION="eu-central-1"  ( e.g. us-east-1,us-west-2, ap-southeast-1, ap-northeast-1 )
export BEDROCK_MODEL="anthropic.claude-v2" ( e.g. anthropic.claude-v2, anthropic.claude-v1, anthropic.claude-instant-v1 )
  1. Run all isotope analyzers
isotope analyze

Optionally for a single analyzer

isotope analyze -a S3

Analyzers

  • S3
    • Public bucket detection
  • STS
    • MFA detection
  • RDS
    • Public instance detection
  • EBS
    • Unattached disk
  • SG
    • Permissive security group detection

Community

Find us on K8sGPT Slack Isotope channel

Dependencies

~137MB
~2M SLoC