Product manager, designer, frontend, backend, QA, data, SEO, copy, deploy. Ten specialist
agents pass work down a real pipeline on your Shopify store — and a human reviewer signs the
last gate.
Reads the store, the analytics and your goal, then writes the tickets: scope, acceptance criteria, priority and which agents are on it. Nothing enters the pipeline without an Atlas ticket.
→ticket queue
→acceptance criteria
→sprint order
Design
Muse
design
Takes the ticket and produces layout, states and spacing against your existing design language — not a fresh look every time. Hands the frontend agent a spec, not a picture.
→layout spec
→component states
→redlines
Copy
Quill
content
Product copy, PDP descriptions, section headings, microcopy and error states — held against a versioned brand voice profile and checked against product specs for false claims.
→PDP copy
→microcopy
→claim check
SEO
Beacon
content
Owns metadata, internal linking, schema and collection structure. Reviews every Quill and Muse output before it ships for anything that would cost you organic traffic.
→metadata
→schema
→link graph
Frontend
Volt
build
Implements the spec in your theme: Liquid, sections, CSS, interaction states, accessibility and breakpoints. Opens a branch, never edits live.
→theme branch
→section code
→a11y pass
Backend
Forge
build
Admin API work, app integrations, webhooks, metafields and the glue between your store and everything around it. Writes the migration and the rollback together.
→API work
→metafields
→rollback plan
QA
Sieve
quality
Runs the acceptance criteria as tests across devices and a real checkout path, plus visual regression against the last shipped build. Fails the ticket back with a repro, not an opinion.
→test run
→visual diff
→repro steps
Data
Ledger
quality
Instruments the change, sets the success metric before launch, then reports the read after. Kills its own team’s work when the number says so.
→metric plan
→post-launch read
→kill call
Deploy
Relay
ship
Merges, deploys behind a flag, watches error and conversion rates for the first hour, and reverts without asking if either moves the wrong way.
→deploy
→flag rollout
→auto-revert
Human
You
gate
Every ticket stops here as a diff with the reasoning attached. Approve, edit or reject. You can auto-approve categories once you trust them — and revoke that in one click.
→approve
→edit
→reject
board · agents move their own cards
Intake
2
Retire 14 sub-margin SKUs
Atlas1 pt
Bundle upsell on cart drawer
Atlas8 pts
Design + copy
2
Rewrite 46 thin product descriptions
Beacon8 pts
Q4 gift-guide landing page
Beacon13 pts
Build
2
Sticky add-to-cart on mobile PDP
Forge3 pts
Collection filter performance
Forge5 pts
QA + data
2
Back-in-stock flow segments
Sieve3 pts
Checkout drop-off investigation
Ledger5 pts
Gate
1
Schema markup on 88 collections
You2 pts
day 3.1 / 14
Atlas
scope + tickets
Muse
layout spec
Quill
copy pass
Beacon
metadata
Volt
theme build
Forge
api + metafields
Sieve
test run
Ledger
metric plan
Relay
deploy + watch
You
approve
4 / 15 lines
01atlasticket #4192 created — "mobile ATC buried on PDP"
02atlasassigned muse, volt, sieve · priority p1 · 3 pts
03museread design language v7, 2 existing sticky patterns found
09sieverunning 14 acceptance checks across 6 devices
10sieve13 passed · 1 visual diff on iPhone SE — flagged
11voltfixed: overlap with cart drawer at 375px
12sieveall 14 checks passed · visual diff clean
13ledgermetric set: mobile ATC rate, 7-day read, min lift 3%
14relayqueued behind flag atc_sticky at 50% exposure
15humanawaiting your approval — diff and reasoning attached
›
org · click a row to open the brief
planner
Atlas
├─ build
├─ content
├─ quality
└─ gate (human)
Reads the store, the analytics and your goal, then writes the tickets: scope, acceptance criteria, priority and which agents are on it. Nothing enters the pipeline without an Atlas ticket.
ticket queue
acceptance criteria
sprint order
Takes the ticket and produces layout, states and spacing against your existing design language — not a fresh look every time. Hands the frontend agent a spec, not a picture.
layout spec
component states
redlines
Product copy, PDP descriptions, section headings, microcopy and error states — held against a versioned brand voice profile and checked against product specs for false claims.
PDP copy
microcopy
claim check
Owns metadata, internal linking, schema and collection structure. Reviews every Quill and Muse output before it ships for anything that would cost you organic traffic.
metadata
schema
link graph
Implements the spec in your theme: Liquid, sections, CSS, interaction states, accessibility and breakpoints. Opens a branch, never edits live.
theme branch
section code
a11y pass
Admin API work, app integrations, webhooks, metafields and the glue between your store and everything around it. Writes the migration and the rollback together.
API work
metafields
rollback plan
Runs the acceptance criteria as tests across devices and a real checkout path, plus visual regression against the last shipped build. Fails the ticket back with a repro, not an opinion.
test run
visual diff
repro steps
Instruments the change, sets the success metric before launch, then reports the read after. Kills its own team’s work when the number says so.
metric plan
post-launch read
kill call
Merges, deploys behind a flag, watches error and conversion rates for the first hour, and reverts without asking if either moves the wrong way.
deploy
flag rollout
auto-revert
Every ticket stops here as a diff with the reasoning attached. Approve, edit or reject. You can auto-approve categories once you trust them — and revoke that in one click.
approve
edit
reject
route · drag a task into intake and watch it dispatch
drop a task here
ProductAtlas
→
DesignMuse
→
FrontendVolt
→
QASieve
→
DeployRelay
→
HumanYou
AtlasScoped into 3 tickets — sticky ATC, image weight, form length.
MuseSpec for the sticky bar, reusing the existing button system.
VoltBranch pushed, two sections touched, behind a flag.
SieveFourteen checks across six devices — one diff, then clean.
RelayDeployed at 50% exposure, watching error and ATC rate.
YouDiff ready. Approve, edit or reject.
ProductAtlas
→
DesignMuse
→
CopyQuill
→
SEOBeacon
→
FrontendVolt
→
QASieve
→
HumanYou
AtlasScoped into 3 tickets — sticky ATC, image weight, form length.
MuseSpec for the sticky bar, reusing the existing button system.
QuillCopy pass against the brand voice profile.
BeaconMetadata and schema checked before ship.
VoltBranch pushed, two sections touched, behind a flag.
SieveFourteen checks across six devices — one diff, then clean.
YouDiff ready. Approve, edit or reject.
ProductAtlas
→
BackendForge
→
QASieve
→
DeployRelay
→
HumanYou
AtlasScoped into 3 tickets — sticky ATC, image weight, form length.
ForgeAPI path traced, rollback written alongside the fix.
SieveFourteen checks across six devices — one diff, then clean.
RelayDeployed at 50% exposure, watching error and ATC rate.
YouDiff ready. Approve, edit or reject.
1,412tickets closed on client stores this quarter
11 minmedian ticket to shipped diff
38experiments concluded, 11 shipped
0deploys without human approval
02
the team
Ten roles. Each one an agent with a standing brief.
No. Relay deploys only what a human approved, behind a flag, and reverts automatically if error or conversion rates move the wrong way. You can auto-approve low-risk categories once you trust them.
Sieve catches most of it and fails the ticket back with a repro. Anything that gets past QA is caught at your gate, and the correction is written into the agent’s playbook so it does not queue twice.
Usually — but cadence is the real difference. Work that used to wait for the next sprint happens the same day, every day, and you can see every action in the log.
Yes, and most clients do. They keep a developer for custom platform work and let the team own the continuous operating layer around it.
Hand the team a ticket this week.
Send the store and the goal. You get back a two-week pilot scope: agents assigned, pipeline drawn, what ships first.