Plans, drafts, and structured questions
Review assumptions and decisions while the work is still cheap to change.
Product
One human review model for everything an agent asks people to approve.
Review agent-generated plans before Git, rendered documents inside Git, and implemented experiences in opted-in previews without changing who owns the source.
Choose the product surface that matches the artifact under review.
- Markdown
- HTML
- Forms
- Knowledge Brain
- Preview apps
Three review stages
Start before Git, continue in Git, and verify the result.
The artifact changes shape across the workflow. The human review model stays consistent.
Rendered documents with source evidence
Keep Git authoritative while reviewers read the artifact in its intended form.
Structured context for the next revision
Return unresolved decisions to the author or agent, then verify Latest and Changes.
A product map for the artifact in front of you.
Each surface keeps rendered review as the primary experience, then exposes the right supporting tools for source, revisions, provider sync, or UI context.
SurfaceExample artifactComment anchorHandoff
Markdown ReviewAI-generated GitHub docs PRSection, paragraph, selected textProvider-pending comments before GitHub submission
HTML ReviewStatic docs page, generated report, or HTML briefHeadings, sections, rows, cards, figuresApp-native or conservative provider sync
Draft ReviewsLocal launch plan, MDX page, HTML brief, or pasted textRendered blocks across uploaded revisionsShare link, export latest draft, or send revision context
FormsReadiness checklist, signoff gate, beta feedback, or response linkEmbedded fields, standalone contracts, response links, and result collectionsResult ownership, API/MCP answers, and optional git result sync
Brainstorming ReviewsArchitecture plan, rollout proposal, or agent-authored specPlan sections with decision stateAccepted plan of record for people or agents
Knowledge BrainLLM wiki, research brain, project memory, or runbook baseWiki pages, source notes, outputs, health findingsBrain API, MCP, evaluations, or public reader
Live Preview ReviewsOpted-in preview app or localhost sessionSelected UI element with route and viewportSDK context packet for developers and agents
Shared review model
Different artifacts, one durable commenting loop.
Threads stay app-native and attach to meaningful blocks first. GitHub comments, draft exports, consensus state, and SDK packets are synchronized representations around that core review record.
Rendered document firstSemantic anchorsProvider-aware handoff
Seven focused product surfaces.
Use the page that matches your current review job. The implementation detail stays in docs and Developers.
AI-drafted docs PR
Markdown Review
Review GitHub PRs and branches as rendered Markdown with contextual comments.
Static docs pageHTML Review
Review sandboxed static HTML in PRs, branches, and drafts without running active page behavior.
Private launch briefDraft Reviews
Review Markdown, MDX, HTML, and text before content exists in Git.
Review-hosted checklistForms
Collect structured answers from documents, drafts, response links, API/MCP, and optional git result sync.
Implementation planBrainstorming Reviews
Turn plan feedback into an accepted plan of record before implementation.
AI-maintained wiki or OKF bundleKnowledge Brain
Review second brains and Open Knowledge Format repositories with grouped files, source context, health signals, and evaluation workflows.
Opted-in billing previewLive Preview Reviews
Comment on selected UI elements inside opted-in preview apps.
Start with the review surface you need.
Open a GitHub PR, create a draft, or explore developer tools for API and MCP workflows.