make sure resources are set up in isolated namespaces

README.md

@@ -30,7 +30,7 @@ qc-cli --help
 # 1. Create config.yaml in the current directory
 qc-cli init
 
-# 2. Edit config.yaml — at minimum set s3.bucket and sagemaker.training.image_uri
+# 2. Edit config.yaml — at minimum set sagemaker.training.image_uri
 
 # 3. Provision AWS infrastructure (S3 bucket + SageMaker IAM role).
 #    This is the step that requires the AWS CDK CLI.
@@ -47,15 +47,17 @@ qc-cli train status
 `qc-cli init` writes a `config.yaml` in the current directory. The fields you must fill in before using the tool:
 
 ```yaml
+infra:
+  stack_name: qc-cli-mlops-1a2b3c4d5e6f
+
 aws:
   region: us-east-1
   profile: default          # AWS CLI profile name
 
 s3:
-  bucket: your-unique-bucket-name
+  bucket: qc-cli-mlops-1a2b3c4d5e6f-data
 
 sagemaker:
-  role_name: qc-cli-sagemaker-role
   training:
     image_uri: ""           # ECR URI for your training container
     instance_type: ml.m5.xlarge
@@ -65,6 +67,10 @@ sagemaker:
     hyperparameters: {}
 ```
 
+`qc-cli init` generates the `infra.stack_name` and `s3.bucket` namespace once and writes it to `config.yaml`. Keep these values stable for a deployment; changing them points the CLI at different infrastructure.
+
+The CLI isolates both application resources and CDK bootstrap resources. The application CloudFormation stack uses `infra.stack_name`, the S3 bucket uses the same generated namespace because bucket names are globally unique, and the SageMaker IAM role uses a CloudFormation-generated physical name. CDK bootstrap resources are derived internally from `infra.stack_name`, including a bootstrap stack named `<stack_name>-bootstrap` and a matching non-default CDK asset bucket qualifier. `qc-cli infra destroy` removes the application stack but leaves the CDK bootstrap stack in place; the command prints the retained bootstrap stack name.
+
 `hyperparameters` is a flat map of values passed to the training container. Valid keys depend on the selected training image and entry point.
 
 To provision an MLflow tracking server, set:
@@ -105,6 +111,12 @@ qc-cli infra destroy --yes                 Destroy stack without confirmation
 qc-cli infra destroy --delete-bucket-data  Destroy stack and delete S3 data
 ```
 
+`--cloudformation-execution-policy` is a one-time CDK bootstrap option, not a `config.yaml` setting. Pass it on `infra setup` when you need the CDK bootstrap CloudFormation execution role to use a policy other than the default `AdministratorAccess`:
+
+```bash
+qc-cli infra setup --cloudformation-execution-policy arn:aws:iam::aws:policy/PowerUserAccess
+```
+
 ### `upload`
 
 ```