Transcoding Jobs Quickstart
.
Not present in production builds. Safe no-op in prod. */
body {
padding: 0 !important;
}
/* Colors Used
#3CB540 - Jade Green
#2b9a66 - Light Green
#18794E - Dark Green
Complementary Greens
See https://coolors.co/004225-1a794e-08a045-3cb540-62ba4f
#004225 - Deep Forrest
#1A794E - Turf Green
#08A045 - Medium Jungle
#3CB540 - Jade Green
#6BBF59 - Moss Green
See https://coolors.co/0c0c0c-073b3a-1a794e-08a045-6bbf59
#0C0C0C - Onyx Black
#073B3A - Dark Teal
#1A794E - Turf Green
#08A045 - Medium Jungle
#6BBF59 - Moss Green
See https://coolors.co/fffffa-073b3a-1a794e-08a045-6bbf59
#FFFFFA - Porcelain
#073B3A - Dark Teal
#1A794E - Turf Green
#08A045 - Medium Jungle
#6BBF59 - Moss Green
Pink Offset Colour
See https://coolors.co/073b3a-1a794e-f61067-08a045-6bbf59
#F61067 - Razzmatazz Pink
#073B3A - Dark Teal
#1A794E - Turf Green
#08A045 - Medium Jungle
#6BBF59 - Moss Green
*/
/* ============================================
GLOBAL THEME VARIABLES
Component governance source of truth
============================================ */
:root {
--lp-color-accent: #3cb540;
--lp-color-accent-strong: #18794e;
--lp-color-accent-soft: #6bbf59;
--lp-color-accent-bright: #5dd662;
--lp-color-accent-brightest: #a0f0a5;
--lp-color-arbitrum: #3ea6f8;
--lp-color-text-primary: #181c18;
--lp-color-text-secondary: #717571;
--lp-color-text-muted: #9ca3af;
--lp-color-bg-page: #ffffff;
--lp-color-bg-card: #f9fafb;
--lp-color-bg-elevated: #f3f6f4;
--lp-color-bg-subtle: rgba(24, 28, 24, 0.04);
--lp-color-bg-overlay: rgba(12, 12, 12, 0.5);
--lp-color-border-default: #e5e7eb;
--lp-color-border-strong: rgba(24, 28, 24, 0.18);
--lp-color-border-inverse: rgba(255, 255, 255, 0.5);
--lp-color-on-accent: #ffffff;
--lp-color-link: #18794e;
--lp-color-link-hover: #004225;
--lp-color-brand-discord: #5865f2;
--lp-color-brand-forum: #00aeef;
--lp-color-brand-github: #181c18;
--lp-color-brand-x: #181c18;
--lp-color-brand-globe: #00c0ff;
--lp-color-brand-twitch: #9048ff;
--lp-color-brand-youtube: #ff0034;
--lp-color-brand-instagram: #dc2275;
--lp-color-brand-linkedin: #0189df;
--lp-color-brand-preview: #b636dd;
--lp-color-brand-coming-soon: #ef1a73;
--lp-color-brand-linux: #ff9a0e;
--lp-color-brand-windows: #14bbf7;
--lp-color-brand-macos: #60ba47;
--lp-color-status-good: #22c55e;
--lp-color-status-warn: #fbbf24;
--lp-color-status-bad: #ef4444;
--lp-spacing-1: 0.25rem;
--lp-spacing-2: 0.5rem;
--lp-spacing-3: 0.75rem;
--lp-spacing-4: 1rem;
--lp-spacing-6: 1.5rem;
--lp-spacing-8: 2rem;
--lp-spacing-px-3: 3px;
--lp-spacing-px-4: 4px;
--lp-spacing-px-6: 6px;
--lp-spacing-px-8: 8px;
--lp-spacing-px-12: 12px;
--lp-font-sans: 'Inter', 'Segoe UI', sans-serif;
--lp-font-mono: 'SFMono-Regular', 'SF Mono', 'Menlo', monospace;
--lp-radius-sm: 0.25rem;
--lp-radius-md: 0.5rem;
--lp-radius-lg: 0.75rem;
--lp-shadow-card: 0 8px 24px rgba(24, 28, 24, 0.08);
--lp-z-base: 1;
--lp-z-overlay: 10;
--lp-z-modal: 50;
/* Legacy aliases maintained during migration */
--accent: var(--lp-color-accent);
--accent-dark: var(--lp-color-accent-strong);
--hero-text: var(--lp-color-text-primary);
--text: var(--lp-color-text-secondary);
--text-secondary: var(--lp-color-text-secondary);
--muted-text: var(--lp-color-text-muted);
--background: var(--lp-color-bg-page);
--card-background: var(--lp-color-bg-card);
--background-highlight: var(--lp-color-bg-subtle);
--border: var(--lp-color-border-default);
--button-text: var(--lp-color-on-accent);
--page-header-description-color: var(--lp-color-text-secondary);
--arbitrum: var(--lp-color-arbitrum);
}
.dark {
--lp-color-accent: #2b9a66;
--lp-color-accent-strong: #18794e;
--lp-color-accent-soft: #3cb540;
--lp-color-accent-bright: #5dd662;
--lp-color-accent-brightest: #7fe584;
--lp-color-text-primary: #e0e4e0;
--lp-color-text-secondary: #a0a4a0;
--lp-color-text-muted: #6b7280;
--lp-color-bg-page: #0d0d0d;
--lp-color-bg-card: #1a1a1a;
--lp-color-bg-elevated: #141a16;
--lp-color-bg-subtle: rgba(255, 255, 255, 0.1);
--lp-color-bg-overlay: rgba(0, 0, 0, 0.5);
--lp-color-border-default: #333333;
--lp-color-border-strong: rgba(255, 255, 255, 0.3);
--lp-color-border-inverse: rgba(255, 255, 255, 0.5);
--lp-color-on-accent: #ffffff;
--lp-color-link: #5dd662;
--lp-color-link-hover: #a0f0a5;
--lp-color-brand-github: #f0f0f0;
/* Legacy aliases maintained during migration */
--accent: var(--lp-color-accent);
--accent-dark: var(--lp-color-accent-strong);
--hero-text: var(--lp-color-text-primary);
--text: var(--lp-color-text-secondary);
--text-secondary: var(--lp-color-text-secondary);
--muted-text: var(--lp-color-text-muted);
--background: var(--lp-color-bg-page);
--card-background: var(--lp-color-bg-card);
--background-highlight: var(--lp-color-bg-subtle);
--border: var(--lp-color-border-default);
--button-text: var(--lp-color-on-accent);
--page-header-description-color: var(--lp-color-text-secondary);
--arbitrum: var(--lp-color-arbitrum);
}
/* ============================================ */
/* Code block themes
hiki codeblock themes:
Popular Dark Themes:
github-dark (what you have now)
github-dark-dimmed
github-dark-high-contrast
dracula
dracula-soft
monokai
nord
one-dark-pro
poimandres
rose-pine
everforest-dark
vitesse-dark
Popular Light Themes:
github-light (what you have now)
github-light-high-contrast
solarized-light
rose-pine-dawn
everforest-light
vitesse-light */
/* img[alt="dark logo"],
img[alt="light logo"] {
max-width: 180px;
} */
/* V2 TEST */
/* a.nav-tabs-item[href="/pages/resources/resources_hub.mdx"],
a.nav-tabs-item[href="/pages/08_help/README"] {
color: rgba(255, 90, 90, 0.342) !important;
} */
/* Make the nav-tabs container full width */
.nav-tabs {
width: 100%;
justify-content: flex-start;
}
/* Fix Mintlify content width and centering.
Regular pages: balance padding + widen inner cap.
Portal/frame pages: balance padding (smaller) + widen inner cap for full-width hero. */
@media (min-width: 1024px) {
/* Regular pages */
#content-container:not(:has(.frame-mode-hero-full)):not(
:has(.frame-mode-container)
) {
padding-left: 3rem !important;
padding-right: 3rem !important;
}
#content-container:not(:has(.frame-mode-hero-full)):not(
:has(.frame-mode-container)
)
> .max-w-5xl {
max-width: 72rem !important;
}
/* Portal/frame pages — tighter balanced padding, wider inner cap */
#content-container:has(.frame-mode-hero-full),
#content-container:has(.frame-mode-container) {
padding-left: 2rem !important;
padding-right: 2rem !important;
}
#content-container:has(.frame-mode-hero-full) > .max-w-5xl,
#content-container:has(.frame-mode-container) > .max-w-5xl {
max-width: 80rem !important;
}
}
#navbar > div.z-10.mx-auto.relative > div.hidden.lg\:flex.px-12.h-12 > div {
column-gap: 2rem !important;
}
a.nav-tabs-item[href*='/internal/'] {
margin-left: 1rem;
margin-right: -1rem;
padding-right: 0;
border-bottom-color: transparent !important;
}
/* .gap-x-6 {
column-gap: 2rem !important;
} */
/* .nav-tabs h-full flex text-sm gap-x-6 {
column-gap: 2rem !important;
} */
/* Push Resource HUB to the right and style as outlined button */
a.nav-tabs-item[href$='/resources/redirect'],
a.nav-tabs-item[href$='/resources/portal'],
a.nav-tabs-item[href$='/07_resources/redirect'],
a.nav-tabs-item[href$='/07_resources/portal'] {
margin-left: auto;
background-color: transparent;
border: 1px solid var(--accent) !important;
padding: 4px 8px;
border-radius: 4px;
font-size: 0.7rem;
height: auto !important;
align-self: center;
margin-right: -2rem;
}
/* Color the text */
/* a.nav-tabs-item[href="/v2/resources/resources_hub"] {
color: #2b9a66 !important;
} */
/* Shrink & color the icon */
a.nav-tabs-item[href$='/resources/redirect'] svg,
a.nav-tabs-item[href$='/resources/portal'] svg,
a.nav-tabs-item[href$='/07_resources/redirect'] svg,
a.nav-tabs-item[href$='/07_resources/portal'] svg,
a.nav-tabs-item[href$='/07_resources/resources_hub'] svg {
height: 0.75rem;
width: 0.75rem;
/* background-color: #2b9a66 !important; */
}
/* Hide the underline on the button */
a.nav-tabs-item[href$='/resources/redirect'] > div:last-child,
a.nav-tabs-item[href$='/resources/portal'] > div:last-child,
a.nav-tabs-item[href$='/07_resources/redirect'] > div:last-child,
a.nav-tabs-item[href$='/07_resources/portal'] > div:last-child,
a.nav-tabs-item[href$='/07_resources/resources_hub'] > div:last-child {
display: none;
}
/* Stack footer links vertically */
#footer .flex-col .flex.gap-4 {
flex-direction: column !important;
gap: 0rem !important;
}
/* Reduce footer padding */
#footer > div {
padding-top: 2rem !important;
padding-bottom: 1rem !important;
}
/* Accessibility: prevent hidden assistant sheet from receiving focus */
#chat-assistant-sheet[aria-hidden='true'] {
display: none !important;
}
/* Accessibility: ensure CTA buttons meet minimum target size */
button.text-left.text-gray-600.text-sm.font-medium {
min-height: 24px;
padding-top: 4px;
padding-bottom: 4px;
}
/* #footer > div > div:first-child {
display: flex;
flex-direction: row !important;
color: red !important;
}
#footer > div > div:first-child > div {
display: flex;
flex-direction: row !important;
color: green !important;
} */
/* Fix bad styling of cards with arrows */
[data-component-part='card-content-container'] {
padding-right: 2.5rem; /* Creates space for the arrow */
}
/* Reposition View component dropdown */
/*
To find the correct selector:
1. Open your page with View components in the browser
2. Right-click on the dropdown in the top-right corner
3. Select "Inspect Element"
4. Find the class name or data attribute
5. Replace the selector below with the actual one
*/
/* Common possible selectors - uncomment and adjust the one that works */
/* Option 1: If it has a data attribute */
/* [data-view-dropdown] {
position: relative !important;
top: 60px !important;
right: 20px !important;
} */
/* Option 2: If it's in a fixed container */
/* .fixed [class*="view"] {
position: relative !important;
top: 60px !important;
} */
/* Option 3: Target by position (fixed elements in top-right) */
/* .fixed.top-0.right-0 [class*="select"],
.fixed.top-0.right-0 [class*="dropdown"] {
position: relative !important;
top: 60px !important;
margin-right: 20px !important;
} */
/* Option 4: Move it inline with content instead of fixed position */
/* Replace 'ACTUAL_SELECTOR' with the real class name from browser inspection */
/* ACTUAL_SELECTOR {
position: static !important;
display: inline-block !important;
margin-bottom: 20px !important;
} */
.code-block > div > div > svg {
background-color: #18794e !important;
}
/* Error 404 Styling */
#error-description > span > div > div {
border: 1px solid #18794e !important;
}
body
> div.relative.antialiased.text-gray-500.dark\:text-gray-400
> div.peer-\[\.is-not-custom\]\:lg\:flex.peer-\[\.is-custom\]\:\[\&\>div\:first-child\]\:\!hidden.peer-\[\.is-custom\]\:\[\&\>div\:first-child\]\:sm\:\!hidden.peer-\[\.is-custom\]\:\[\&\>div\:first-child\]\:md\:\!hidden.peer-\[\.is-custom\]\:\[\&\>div\:first-child\]\:lg\:\!hidden.peer-\[\.is-custom\]\:\[\&\>div\:first-child\]\:xl\:\!hidden
> div.flex.flex-col.items-center.justify-center.w-full.max-w-lg.overflow-x-hidden.mx-auto.py-48.px-5.text-center.\*\:text-center.gap-y-8.not-found-container
> div {
margin-top: -5rem;
}
#error-description
> span
> div
> div
> div.relative.rounded-xl.overflow-hidden.flex.justify-center
> img {
width: 500px;
aspect-ratio: 4 / 3;
object-fit: cover;
/* border: 1px solid #fff; */
}
/* Step List Color Icons Styling */
/* #content > div.steps > div > div.absolute.ml-\[-13px\].py-2 > div {
background-color: #18794e !important;
} */
/* Step List Color Titles */
#content
> div.steps.ml-3\.5.mt-10.mb-6
> div
> div.w-full.overflow-hidden.pl-8.pr-px
> p {
color: #2b9a66 !important;
}
/* View Dropdown */
/* #radix-_R_5slubt9fen9fdb_ */
/* Turn off bg-white in dark mode for multi-view dropdown (PALM THEME BUG) */
.dark .bg-white\/\[0\.95\].multi-view-dropdown-trigger {
background-color: transparent !important;
background: none !important;
}
/* Sidebar collapse button - bigger and easier to click */
/* #sidebar button.absolute {
min-width: 2.5rem !important;
min-height: 2.5rem !important;
padding: 0.75rem !important;
z-index: 100 !important;
} */
/* Override US flag with UK flag in language selector */
/* Hide the original img and use background-image instead */
/* #localization-select-trigger img[alt="US"],
#localization-select-item-en img[alt="US"],
img[alt="US"][src*="flags/US.svg"] {
opacity: 0 !important;
position: relative !important;
}
#localization-select-trigger img[alt="US"]::before,
#localization-select-item-en img[alt="US"]::before,
img[alt="US"][src*="flags/US.svg"]::before {
content: "" !important;
position: absolute !important;
top: 0 !important;
left: 0 !important;
width: 100% !important;
height: 100% !important;
background-image: url("/snippets/assets/media/images/site/united-kingdom-flag-icon.svg") !important;
background-size: cover !important;
background-position: center !important;
border-radius: 50% !important;
opacity: 1 !important;
} */
/* Hide the panel on frame mode pages (MINTLIFY SUCKS) */
/* Hide empty table of contents layout only when it's empty */
#table-of-contents-layout:empty,
#content-side-layout:has(#table-of-contents-layout:empty) {
display: none;
}
/* DynamicTable: force fixed layout so columnWidths prop values take effect.
Mintlify's Tailwind prose resets table-layout to auto — !important required. */
[data-docs-dynamic-table] {
table-layout: fixed !important;
}
/* StyledTable should sit flush inside its own border shell.
Mint wraps rendered tables in a scroll container with vertical padding,
which creates a false gap above/below the header row. */
[data-docs-styled-table-shell] > div {
padding-top: 0 !important;
padding-bottom: 0 !important;
margin-top: 0 !important;
margin-bottom: 0 !important;
}
/* BorderedBox should own its internal spacing.
Trim default block margins on the first/last rendered child so headings
and paragraphs do not add a false gap inside the padded shell. */
[data-docs-bordered-box] > :first-child {
margin-top: 0 !important;
}
[data-docs-bordered-box] > :last-child {
margin-bottom: 0 !important;
}
[data-docs-bordered-box][data-accent-bar]::before {
content: "";
position: absolute;
top: 0;
bottom: 0;
left: 0;
width: 4px;
background-color: var(--accent-bar-color);
border-radius: inherit;
border-top-right-radius: 0;
border-bottom-right-radius: 0;
}
/* Frame mode container - 80% of #content-container width, centered */
/* Breaks out of #content padding to center in full #content-container */
.frame-mode-container {
width: calc(100% + 96px + 20px); /* 976px */
margin-left: -96px;
margin-right: -20px;
margin-bottom: 2rem;
padding-left: 15%; /* Adjust this for desired content width */
padding-right: 15%; /* Adjust this for desired content width */
box-sizing: border-box;
}
/* Frame mode container inside hero - already broken out, so reset */
.frame-mode-hero-full .frame-mode-container {
width: 100%;
margin-left: 0;
margin-right: 0;
padding-left: 0%;
padding-right: 0%;
}
/* Pagination on frame mode pages ONLY - match container padding */
[data-page-mode='frame'] #pagination {
width: calc(100% + 96px + 20px);
margin-left: -96px;
margin-right: -20px;
padding-left: calc((100% + 96px + 20px) * 0.1 + 96px);
padding-right: calc((100% + 96px + 20px) * 0.1 + 20px);
box-sizing: border-box;
}
/* Hero full width - breaks out of #content padding to fill #content-container */
.frame-mode-hero-full {
width: calc(100% + 96px + 20px);
margin-left: -96px;
margin-right: -20px;
position: relative;
}
@media (max-width: 1023px) {
.frame-mode-container {
width: 100%;
margin-left: 0;
margin-right: 0;
padding-left: 1rem;
padding-right: 1rem;
}
[data-page-mode='frame'] #pagination {
width: 100%;
margin-left: 0;
margin-right: 0;
padding-left: 1rem;
padding-right: 1rem;
}
.frame-mode-hero-full {
width: 100%;
margin-left: 0;
margin-right: 0;
}
}
#starfield {
position: absolute;
inset: 0;
width: 100%;
height: 100%;
pointer-events: none;
z-index: 0;
}
/* Target the card content container */
.frame-mode-hero-full [data-component-part='card-content-container'] {
padding-top: 0.5rem;
padding-bottom: 0.5rem;
padding-left: 1rem;
padding-right: 2.5rem; /* Space for arrow icon (0.75rem right + icon width ~1rem + margin) */
}
/* Target the arrow icon */
.frame-mode-hero-full #card-link-arrow-icon {
top: 0.75rem;
right: 0.75rem;
}
/* #content > div.frame-mode-hero-full > div.frame-mode-container > div > div:nth-child(2) > div > div > div:nth-child(4) > a > div {
padding-top: 0.5rem;
padding-bottom: 0.5rem;
}
#content > div.frame-mode-hero-full > div.frame-mode-container > div > div:nth-child(2) > div > div > div:nth-child(4) > a > div > #card-link-arrow-icon {
top: 0.75rem;
right: 0.75rem;
} */
/* ============================================
ACCESSIBILITY — Focus indicators
============================================ */
input:focus-visible,
select:focus-visible,
textarea:focus-visible,
button:focus-visible,
a:focus-visible,
[tabindex]:focus-visible {
outline: 2px solid var(--accent) !important;
outline-offset: 2px;
}
/* ============================================
ACCESSIBILITY — Responsive breakpoints
============================================ */
@media (max-width: 767px) {
.frame-mode-hero-full {
width: 100%;
max-width: 100%;
overflow-x: hidden;
}
}
@media (max-width: 480px) {
#content {
padding-left: 1rem;
padding-right: 1rem;
}
}
/* ============================================
UTILITY CLASSES — inline element styling
Used where components can't replace inline spans
(e.g., inside Mintlify
, components)
============================================ */
.lp-inline-flex {
display: flex;
align-items: center;
}
.lp-text-muted {
color: var(--lp-color-text-secondary);
}
.lp-text-italic-muted {
font-style: italic;
color: var(--lp-color-text-secondary);
}
.lp-inline-flex-gap {
display: flex;
align-items: center;
gap: 0.2rem;
}
.lp-link-underline {
border-bottom: 1.5px solid var(--lp-color-text-primary);
color: var(--lp-color-text-primary);
padding-bottom: 0.25rem;
}
Submit an on-demand transcoding job through the Livepeer Studio API and track it to completion using the Tasks API.
AI-ready summary (for humans and assistants)
Use the Studio API base URL: https://livepeer.studio/api
Submit jobs with POST /transcode
Transcoding is asynchronous; poll GET /task/{id}
A successful POST /transcode returns a task.id
Final technical accuracy review is required from Rick (TD)
Review status
This quickstart is structurally complete and based on the GitHub-validated Studio OpenAPI spec, but Rick (TD) review is required before final publish for canonical flow accuracy and user-facing defaults.
1. Prerequisites
A Livepeer API key (backend use only)
curl (and optionally jq)
Input video accessible over HTTP or a S3-compatible source
Output storage destination (S3-compatible or web3.storage delegation proof)
2. Base URL and authentication
Base URL: https://livepeer.studio/api
Auth header: Authorization: Bearer <LIVEPEER_API_KEY>
export LIVEPEER_API_KEY = "<YOUR_API_KEY>"
3. Submit a transcode job
The Studio spec requires:
The example below uses:
HTTP input URL
S3-compatible storage output
HLS + MP4 outputs
Example request body
{
"input" : {
"url" : "https://example.com/video.mp4"
},
"storage" : {
"type" : "s3" ,
"endpoint" : "https://gateway.storjshare.io" ,
"bucket" : "outputbucket" ,
"credentials" : {
"accessKeyId" : "<ACCESS_KEY_ID>" ,
"secretAccessKey" : "<SECRET_ACCESS_KEY>"
}
},
"outputs" : {
"hls" : {
"path" : "/samplevideo/hls"
},
"mp4" : {
"path" : "/samplevideo/mp4"
}
},
"profiles" : [
{
"name" : "720p" ,
"width" : 1280 ,
"height" : 720 ,
"bitrate" : 3000000 ,
"fps" : 30
}
]
}
Example curl request
curl -sS \
-X POST "https://livepeer.studio/api/transcode" \
-H "Authorization: Bearer $LIVEPEER_API_KEY " \
-H "Content-Type: application/json" \
-d '{
"input": { "url": "https://example.com/video.mp4" },
"storage": {
"type": "s3",
"endpoint": "https://gateway.storjshare.io",
"bucket": "outputbucket",
"credentials": {
"accessKeyId": "<ACCESS_KEY_ID>",
"secretAccessKey": "<SECRET_ACCESS_KEY>"
}
},
"outputs": {
"hls": { "path": "/samplevideo/hls" },
"mp4": { "path": "/samplevideo/mp4" }
},
"profiles": [
{
"name": "720p",
"width": 1280,
"height": 720,
"bitrate": 3000000,
"fps": 30
}
]
}'
4. Capture the task ID
Transcoding is asynchronous. The response is a task object. Save the id field and poll the task endpoint.
Example response shape (trimmed):
{
"id" : "09F8B46C-61A0-4254-9875-F71F4C605BC7" ,
"type" : "transcode-file" ,
"status" : {
"phase" : "pending" ,
"updatedAt" : 1587667174725
}
}
5. Poll the task status
Use GET /task/{id} until status.phase is completed or failed.
TASK_ID = "<TASK_ID_FROM_TRANSCODE_RESPONSE>"
curl -sS \
-H "Authorization: Bearer $LIVEPEER_API_KEY " \
"https://livepeer.studio/api/task/ $TASK_ID "
Phases defined in the Studio spec include:
pending
waiting
running
failed
completed
cancelled
6. Verify completion and outputs
When status.phase is completed:
Confirm the task did not report an errorMessage
Inspect task output metadata and/or linked asset IDs
Verify the output paths you requested under outputs in your destination storage
7. Common failure modes
401 Unauthorized
Invalid API key
Missing/incorrect Authorization header
422 Validation Error
Missing required top-level fields (input, storage, outputs)
Invalid input schema (URL vs S3 object mismatch)
Invalid profiles shape
Task enters failed
Check status.errorMessage
Verify input URL is accessible to the service
Verify output storage credentials and bucket permissions
Re-run with a minimal profile/output combination first
8. Rick (TD) review checklist (blocking before final publish)
Confirm canonical user-facing transcoding flow for 2026 docs
Confirm recommended default profile example(s)
Confirm polling expectations and completion verification guidance
Confirm deprecated legacy examples should be removed/labeled
Confirm boundary with realtime APIs (what belongs elsewhere)
9. Next steps
Canonical references (source-of-truth first)
Last modified on April 7, 2026