Not replaceable. What stays with you: decisions about scope, priority, and what the user actually needs. What scales: the mechanical work of drafting from sources, regenerating after change, and organizing raw material.
Human hours · one-time setup
1 hr 15 min
To set up your top automation, written below.
Human hours saved · every month
56 hours
12 hr 52 min a week
Runs without you.
You break even in week one.
What you actually do
% = how much of each task AI can take off you
✓AI can take these over2
✓turn engineering notes into release notes72%
✓screenshot and re-screenshot the UI after changes82%
✓AI helps, you stay in charge5
✓write and update API documentation65%
✓maintain the developer quickstart guides55%
✓review docs PRs from engineers18%
✓keep the style guide and terminology consistent28%
✓triage doc feedback from support tickets48%
✗Still all you2
✗test code samples before publishing themyours
✗decide what NOT to documentyours
7 automations, ranked by hours returned
Open one to see every step, with verified tools and prices.
7 automations·12 hr 52 min back a week
TaskToolNow → afterSavesSetup
01 of 7screenshot and re-screenshot the UI after changesScreenshotbot4h→43m3h 17m1h 15mopen
02 of 7write and update API documentationswagger-autogen5h→1h 45m3h 15m
03 of 7turn engineering notes into release notesReleasebot3h→50m2h 10m
04 of 7maintain the developer quickstart guides3h 20m→1h 30m1h 50m
05 of 7triage doc feedback from support ticketsSupport Sync2h 40m→1h 23m1h 17m
06 of 7keep the style guide and terminology consistent2h 30m→1h 48m42m
07 of 7review docs PRs from engineers2h→1h 38m22m
1 of 7 automations written
▸01 of 7screenshot and re-screenshot the UI after changes3 hr 17 min/wk1h 15m setup
How it works now
✗Scan release notes and Slack for UI changes30m
✗Click through the app to find changed screens1h
✗Retake screenshots at each breakpoint1h 10m
✗Crop, annotate and resize images40m
✗Replace old screenshots in docs25m
✗Spot check for anything missed15m
Total4h
With the automation
✓Review the flagged diff report10m
✓Confirm real change vs noise10m
✓Retake only the confirmed screens15m
✓Replace in docs and verify formatting8m
Total43m
Setup, once
Create account and connect staging URL15m
Sign up for Screenshotbot and point it at your staging environment's base URL.
Define the screen list to track20m
List the routes or pages that appear in documentation so the tool knows what to capture.
Set viewport sizes10m
Configure capture at your actual breakpoints, for example 1440 desktop, 768 tablet, 375 mobile.
Run the first baseline capture15m
Trigger an initial full capture so future runs have something to diff against.
Schedule recurring or deploy-triggered runs10m
Set the capture to run nightly or hook it to your deploy pipeline so diffs show up automatically.
Save the triage prompt5m
Store the standing prompt below in your notes app so you can paste flagged screens into it each morning.
The standing prompt
I'm reviewing UI screens flagged as changed by our screenshot diffing tool. Doc folder for reference: [DOC_FOLDER_PATH]. For each screen in this list, tell me: 1) what element likely changed based on the diff description, 2) which doc pages in that folder probably reference this screen, based on filename or URL pattern, 3) priority to review today: high, medium or low. Screen list: [SCREEN_LIST]
Tools
Screenshotbotpricing on their siteThis is the only step that actually watches the live app and tells you which screens moved, instead of you clicking through every flow to check.
Covers: Uses AppScreens to create and customize App Store screenshots from templates, then uploads them.
Skip 'Screenshot requirements' if you're already familiar with App Store screenshot specifications.
What it will not do
It will not tell you whether a visual change is cosmetic or a real functional shift worth documenting. It will not know which doc page to edit unless you map screens to pages yourself. It will not capture screens that sit behind auth flows you haven't configured credentials for. It will not judge whether a redesign matches your style guide.
Done when
A UI change shipped yesterday shows up as a flagged diff in Screenshotbot this morning, before a reader emails you about a wrong screenshot.
Everything in one place
1 verified tool·1 video (13 min)·oldest check 10 Aug, all re-verified monthly
Tools
Screenshotbotpricing on their siteautomation 01 · checked 10 AugThis is the only step that actually watches the live app and tells you which screens moved, instead of you clicking through every flow to check.