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Documentation Maintenance

Quorvex dashboard overview used in documentation visual maintenance

Quorvex dashboard overview used in documentation visual maintenance.

How to keep Quorvex AI documentation accurate as features, APIs, and dashboard pages change.

Prerequisites

  • Local checkout of the repository
  • Python environment with docs dependencies installed
  • Basic familiarity with the feature you changed
pip install -r requirements-docs.txt

Step 1: Choose the Right Page Type

Use the Diataxis structure already in docs/:

Change type Update this area Purpose
New user workflow docs/tutorials/ Teach a first successful path
Operational task docs/guides/ Help users solve a specific problem
API, CLI, env var, schema, or UI surface docs/reference/ Record exact options and fields
Architecture or design rationale docs/explanation/ Explain why the system works this way
Contributor-facing process docs/guides/ and CONTRIBUTING.md Keep maintainers and external contributors aligned

Do not mix page types. If a page starts becoming both a tutorial and a reference, split the content and link between the pages.

Step 2: Check the Documentation Impact

Before opening a PR, check whether your code change affects any of these surfaces:

Code changed Documentation to check
FastAPI route in orchestrator/api/ docs/reference/api-endpoints.md, related guide
Request or response model API reference, dashboard reference, examples
Environment variable docs/reference/environment-variables.md, setup tutorials
CLI flag or command docs/reference/cli.md, getting started tutorial
Makefile target docs/reference/makefile.md
Database model or migration docs/reference/database-schema.md, architecture explanation
Dashboard route or workflow docs/reference/web-dashboard.md, related tutorial or guide
UI screenshot or GIF docs/assets/ui/visual-assets.manifest.json, related page
Pipeline behavior docs/guides/pipeline-modes.md, docs/explanation/pipeline-architecture.md
Memory behavior docs/explanation/memory-system.md, docs/reference/api-endpoints.md
Deployment behavior docs/guides/deployment.md, docs/guides/company-deployment.md

Step 3: Keep References Source-Aligned

Use source files as the authority:

rg -n "^@router\\.(get|post|put|patch|delete)|^@app\\.(get|post|put|patch|delete)|add_api_route" orchestrator/api
rg -n "os\\.getenv|process\\.env|Field\\(.*env" orchestrator web --glob '!node_modules/**'
rg -n "add_argument|click\\.option|typer\\.Option" orchestrator

When updating reference docs, prefer compact tables over prose. Include source file names when the page already uses them.

Run the automated drift check after reference changes. It verifies environment variables, CLI flags, selected public API routes, localhost:8001 API examples, dashboard pages, MkDocs navigation coverage, local documentation image assets, UI visual coverage, and common stale setup strings before running the strict docs build:

make docs-check

Step 4: Keep UI Visuals Current

Every published docs page must render at least one UI screenshot or GIF from docs/assets/ui/. Use screenshots for stable pages and short GIFs for multi-step workflows. Do not use terminal screenshots.

When a dashboard workflow changes, update the matching asset entry in docs/assets/ui/visual-assets.manifest.json, start the dashboard, and recapture the UI assets:

BASE_URL=http://localhost:3000 make docs-visual-capture
make docs-visual-check

The capture command writes committed assets under docs/assets/ui/. The check command verifies that each published page has a visible local UI visual with alt text and that manifest assets exist with valid dimensions.

Step 5: Update Navigation

If you add a new page, add it to mkdocs.yml under the correct section. Every public docs page should be reachable from the navigation or from a directly related page.

For hidden maintainer notes, use docs/.style-guide.md or another excluded file and document why it is excluded.

Step 6: Build the Docs

Run the docs build before submitting:

make docs-check

If MkDocs is not available, install the docs dependencies:

pip install -r requirements-docs.txt
make docs-check

Fix warnings before merging. Broken links, duplicate headings, missing nav entries, invalid Mermaid blocks, missing env vars, missing CLI flags, and stale setup snippets tend to become user-facing gaps quickly.

Step 7: Review for Drift

Use this checklist for every docs PR:

  • The page has one clear purpose and one audience.
  • Commands are copy-pasteable from the repository root unless stated otherwise.
  • Links are relative for internal docs.
  • API paths, local localhost:8001 curl examples, env vars, dashboard routes, CLI flags, nav entries, and referenced local assets match the code and repository.
  • Each published docs page renders a UI screenshot or GIF from docs/assets/ui/.
  • Examples avoid real credentials and use placeholders.
  • New docs are included in mkdocs.yml.
  • make docs-check passes.