Schedule approved cloud-resource adjustments
Convert resource recommendations into controlled changes.
How this works
Convert resource recommendations into controlled changes.
Convert a cloud-resource recommendation into a controlled, reversible change record. Confirm the recommendation applies to the current resource and workload, then separate predicted cost effects from observed billing and reliability after the change.
Before you start
Defined operating scope
Resource recommendations need an application owner, change window, and post-change verification.
Required source material
Obtain Recommendations; Owner and change window. If connectors are unavailable, use authorized files with the same fields.
Decision and exception rules
The resource changed since approval. Revalidate the proposal and obtain renewed approval if the intended effect changed.
Prepare the inputs
- resource_id
- Required
Cloud account, region and resource
Resolve the exact live target.
- recommendation
- Required
Proposed size or configuration and evidence
Record age and workload assumptions.
- owner_approval
- Required
Approved payload and change window
Approval must cover this target and revision.
- rollback_plan
- Required
Previous state and recovery procedure
Verify prerequisites and monitoring before execution.
Implementation, step by step
Establish the working record
- Confirm the selected records, effective versions and responsible owner.
- Check resource_id, recommendation, owner_approval, rollback_plan before beginning. Record the source version and the selected scope; an unavailable value stays unknown rather than becoming an inferred fact.
Checkpoint: The input record identifies the selected resource_id and any missing required fields.
Review the proposed change
- Compare the recommendation with current utilization, dependencies and deployment constraints, noting changes since it was generated.
- Verify approval, target, payload and change window match immediately before execution.
Checkpoint: A saved intermediate result for: Review the proposed change.
Obtain the application owner’s approval
- Obtain the application owner’s decision on the exact proposed configuration and reliability tradeoff.
- Compare health and configuration after the change; measure actual billing separately from estimated savings.
Checkpoint: A saved intermediate result for: Obtain the application owner’s approval.
Schedule execution and verify the result
- Schedule the authorized action within the approved window, record before-state and verify health and saved configuration afterward.
- Verify approval, target, payload and change window match immediately before execution.
Checkpoint: A saved intermediate result for: Schedule execution and verify the result.
Reconcile the proposed result
- Verify approval, target, payload and change window match immediately before execution.
- Compare health and configuration after the change; measure actual billing separately from estimated savings.
Checkpoint: The listed discrepancies have a named reviewer or an explicit unresolved status.
Package the result and unresolved work
- Check reliability, rollback readiness and actual savings.
- Do not execute recommendations outside the explicitly approved scope.
Checkpoint: A completed change record. Unresolved items remain visible in the review record.
Decisions along the way
The resource changed since approval.
Revalidate the proposal and obtain renewed approval if the intended effect changed.
Reliability signals worsen after execution.
Follow the agreed rollback criteria and preserve the before/after evidence.
Execution outcome is unknown after timeout.
Read current configuration and operation history before retrying.
What you will produce
approved-cloud-rightsizing-result.json
JSONA completed change record. Label proposed and completed states separately.
Include: resource_id · proposal_revision · before_state · approved_change · execution_receipt · health_checks · rollback_status · status · evidence_reference · review_note
approved-cloud-rightsizing-review.md
MarkdownKeep the evidence and unresolved decisions needed to apply this result, including exceptions involving rollback_plan.
Include: source_reference · question · owner · next_action
Check the result
- Verify approval, target, payload and change window match immediately before execution.
- Compare health and configuration after the change; measure actual billing separately from estimated savings.
- Inspect resource_id and recommendation in both the original and output; confirm that record identity and interpretation survived the transformation.
- Check reliability, rollback readiness and actual savings.
When something goes wrong
The resource changed since approval.
Revalidate the proposal and obtain renewed approval if the intended effect changed. Retain the affected evidence and recovery status.
Reliability signals worsen after execution.
Follow the agreed rollback criteria and preserve the before/after evidence. Retain the affected evidence and recovery status.
Execution outcome is unknown after timeout.
Read current configuration and operation history before retrying. Retain the affected evidence and recovery status.
A worked example
SYNTHETIC EXAMPLE · NOT A REPORTED BUSINESS RESULT
Request
Schedule approved cloud-resource adjustments for the following bounded example; prepare the result for review.
Inputs
Synthetic example: Resource R-6 is approved to move from size A to B during a maintenance window. Before execution, a new workload doubles its observed peak memory requirement.
Expected result
Synthetic expected result: Hold the stale recommendation and request reassessment. The prior approval does not automatically justify applying size B under the changed workload.
Run a small pilot
Start small
Trial a representative batch containing the ordinary case and the exception demonstrated above.
Record the baseline
Record current preparation time, review effort and correction types for the same records.
Agree success criteria
Agree acceptable review and error limits; measure approved changes completed safely; reliability incidents and measured cost change after adjustment.
Stop or revise
Execution outcome is unknown after timeout. Pause affected records and apply this recovery: Read current configuration and operation history before retrying.
Keep the scope clear
- Do not execute recommendations outside the explicitly approved scope.
- Cloud changes require tested rollback and owner oversight; predicted savings are not achieved savings.
Check before using
Check reliability, rollback readiness and actual savings.
Business activities
- Manage finances and accounting
- Keep digital services running
FROM A RECIPE TO YOUR WORKFLOW
Bring the company context together.
This workflow needs reliable inputs before it needs a better prompt. Moat8 Vault brings working information into a readable archive for the AI tools you use.
For this recipe: Recommendations · Owner and change window
Start with one recurring task, agree which sources to use, and review the first result with your team.
Discuss this workflow