Artifact-level review
Inspect the final copy, carousel set, or video package rather than approving an abstract job.
Content review workflow
Review the exact content before your audience sees it.
Inspect copy, evidence, media, render state, destination details, and delivery readiness in the same production record.
VibeCody keeps human approval as a real stage rather than treating generation as automatic publication.
Why this workflow exists
Fast generation creates more review work unless the context stays attached.
A reviewer needs to know what was requested, which sources support the claims, which artifact is final, and where it is intended to go. Production keeps those decisions visible around the output.
What changes
Keep the useful context. Remove the repeated handoffs.
Clear capability state
Distinguish ready, configuration required, export-only, and unavailable delivery paths.
Recoverable production
Resume supported checkpoints and keep failed attempts from silently becoming published content.
How it works
A short path from context to a usable output.
- 01
Open the output
Review the request, destination, status, source context, and generated artifact together.
- 02
Resolve issues
Correct unsupported claims, missing media, or production failures before approval.
- 03
Choose delivery
Copy, download, or use a supported connected action only after the result is ready.
Questions
Clear answers before you start.
Can failed generations spend another credit when resumed?+
Supported retries and checkpoint resumes reuse the existing reservation rather than charging a second generation credit.
Can I review destination details?+
Yes. Destination, format, delivery state, and the exact final artifact remain part of the review context.
Does review guarantee every factual claim is correct?+
No automated system can promise that. VibeCody adds evidence-aware checks and keeps human review responsible for the final decision.
Ready when you are
Build the first output from your real brand context.
Start creatingExact credit cost shown before generation