Amazon Bedrock: Start automated reasoning policy build workflow from the CLI

Part 907 of AWS from Zero. This is lesson 14 in the Amazon Bedrock track.

What we are learning

Use start-automated-reasoning-policy-build-workflow to start one explicit Amazon Bedrock operation and capture its response for follow-up checks. This lesson identifies the required input shape, saves the raw response, and keeps inspection separate from execution.

The AWS CLI operation is aws bedrock start-automated-reasoning-policy-build-workflow. Required operation inputs: --policy-arn (string), --build-workflow-type (string), --source-content (structure). The modeled top-level response contains policyArn, buildWorkflowId.

Before you run it

aws sts get-caller-identity
REGION="${AWS_REGION:-ap-south-1}"
POLICY_ARN="replace-with-policy-arn"
BUILD_WORKFLOW_TYPE="replace-with-build-workflow-type"
aws bedrock start-automated-reasoning-policy-build-workflow help

Use a sandbox account or an approved learning environment. Read the operation help before supplying identifiers, ARNs, network ranges, policy documents, or customer data.

Cost note: Model inference, provisioned throughput, customization, evaluations, agents, and knowledge bases can incur charges.

The command

aws bedrock start-automated-reasoning-policy-build-workflow \
  --generate-cli-skeleton input > part-907-request.json
 
# Edit every placeholder in part-907-request.json, then run:
aws bedrock start-automated-reasoning-policy-build-workflow \
  --cli-input-json file://part-907-request.json \
  --region "$REGION" \
  --output json > part-907-response.json

The response is saved to part-907-response.json so inspection is separate from execution. Review part-907-request.json, replace every placeholder, and remove unsupported optional fields before the real call.

Inspect the result

node -e "const r=require('./part-907-response.json'); console.log(Object.keys(r))"
node -e "const r=require('./part-907-response.json'); console.log(JSON.stringify(r, null, 2))"

Compare the returned identifiers and status fields with the account, Region, and resource you intended to target. For asynchronous operations, continue with the service's matching get, list, or describe command until it reaches a terminal state.

One tiny variation

node -e "const r=require('./part-907-response.json'); console.log(JSON.stringify(r["policyArn"], null, 2))"

This variation changes output inspection rather than adding another infrastructure concept. Keep the raw JSON while developing a query so a narrow projection does not hide an error or unexpected field.

Common mistake

Do not treat a zero exit code as proof that the intended state is active everywhere. AWS control planes can be eventually consistent, and some operations start asynchronous work.

Cleanup

# This operation is read-only, operational, or needs resource-specific rollback.
# Re-read the command output before changing shared infrastructure.
rm -f part-907-request.json part-907-response.json part-907-payload.bin part-907-debug.log

Local request and response files may contain account IDs, ARNs, names, or service configuration. Remove them when the lab is complete and follow dependency-aware cleanup for any AWS resource you created.

Next, we will learn Amazon Bedrock: Start automated reasoning policy test workflow from the CLI.

Official AWS CLI reference