FATAL ERROR: Reached heap limit Allocation failed - JavaScript heap out of memory

### How did you install the Amplify CLI?

npm

### If applicable, what version of Node.js are you using?

v18.16.0

### Amplify CLI Version

12.4.0

### What operating system are you using?

Mac

### Did you make any manual changes to the cloud resources managed by Amplify? Please describe the changes made.

No manual changes made

### Describe the bug

Building custom resources fails due to `heap limit allocation` error.

- I have 76 custom resources using `AWS CDK`
- `Amplify 11+` combined with `node 16+` fails with this error
- `Amplify 10.7.2` combined with `node 14` works fine
- All the resources are migrated to `AWS CDK v2`
- I've got `--max-old-space-size` set to 32 Gb
- Each of the custom resources build successfully if run separately.

As of right now I can not push resources to the cloud due to this error.

### Expected behavior

Custom resources' building successfully, therefore being able to run `amplify push`.

### Reproduction steps

1. Add ~80 custom resources using AWS CDK
2. run `amplify push` or `amplify build custom`

### Project Identifier

The command fails without an error descriptions

```
⠋ Sending zip

✖ Sending zip
```

### Log output

```
# Put your logs below this line
2023-09-07T16:55:29.681Z|info : amplify version core
2023-09-07T16:55:32.014Z|info : amplify help core
2023-09-07T16:55:43.996Z|info : amplify diagnose core {"send-report":true,"yes":false}
2023-09-07T16:55:44.063Z|info : amplify-cli-core.banner-message/index.ts.fetch banner messages from https://aws-amplify.github.io/amplify-cli/banner-message.json({}
2023-09-07T16:56:43.925Z|info : amplify status core {"yes":false}
2023-09-07T16:56:43.990Z|info : amplify-cli-core.banner-message/index.ts.fetch banner messages from https://aws-amplify.github.io/amplify-cli/banner-message.json({}
2023-09-07T16:57:06.001Z|info : amplify remove custom
2023-09-07T16:57:06.066Z|info : amplify-cli-core.banner-message/index.ts.fetch banner messages from https://aws-amplify.github.io/amplify-cli/banner-message.json({}
2023-09-07T17:02:33.116Z|info : amplify diagnose core {"send-report":true,"yes":false}
2023-09-07T17:02:33.179Z|info : amplify-cli-core.banner-message/index.ts.fetch banner messages from https://aws-amplify.github.io/amplify-cli/banner-message.json({}
2023-09-07T17:03:17.707Z|info : amplify diagnose core {"send-report":true,"debug":true,"yes":false}
2023-09-07T17:03:17.771Z|info : amplify-cli-core.banner-message/index.ts.fetch banner messages from https://aws-amplify.github.io/amplify-cli/banner-message.json({}

```

### Additional information

_No response_

### Before submitting, please confirm:

- [X] I have done my best to include a minimal, self-contained set of instructions for consistently reproducing the issue.
- [X] I have removed any sensitive information from my code snippets and submission.