Dashboards gather dust.This AI teamshows up every day.
AI agents built for cross-border e-commerce sellers.Support, creators, Reddit, ads, site building, B2B: a full set of roles that only come to you when it’s your call.
Other versions · Browser extension
First launch: right-click the icon → Open
If Windows blocks it the first time, click “More info → Run anyway”
- Mac & Windows
- Connect your platforms in one click
- Pay as you go · free with your own key
From tools people use
to a team that works for your company.
We climbed every one of these steps ourselves.
- 01
A dashboard you vibe-coded
Looks great, gathers dust in two weeks. The data sits there; people still do the work.
- 02
Tools built for people
Looking up creators gets faster, but you are still clicking row by row.
- 03
Agents built around AI
KOLAgents and KefuAgents take one job from start to finish, for one person's lane.
- 04
Agents Workshop
Company level: a team of agents splits the work and hands it off by your rules; what matters lands on one card for you to approve.
Short on people? Add a role.
Pick the roles you need. Each one owns its lane and keeps its own memory.
Customer Care
Email, site chat, Amazon messages — drafted for you to send
Creator Marketing
Find and score creators, pitch, follow through
Social MediaNew
Plan posts, reply; checks your Reddit inbox and subreddits daily
Web OperationsNew
Products, promos, email — and how AI answers about your category
Paid Ads
Google and Meta: watch spend, write new copy, preview every change
Site Building
Builds pages and switches themes on Shopify — shows you first
B2B
Grade inquiries, quote within your limits, follow orders through
Public Relations
Press releases, forum presence, mentions and early warnings
Design
On-brand images for your site, Amazon, social and ads
Need something else? Create your own role.See what each role does →
For one person, a team, or the whole company.
It starts as yours alone. Managers and sign-offs only appear in company mode.
- Solo · default
Just you, several brands
Install and go; every role is yours. Nothing goes out until you approve it.
- Team
Colleagues, side by side
Everyone runs their own roles and nobody signs off on anybody. Hand work to a colleague; it’s theirs once they accept. Your agent answers colleagues and books time for you.
- Whole company
The owner turns it on
One balance, a monthly cap and store access for each member; what matters goes up the chain for approval.
Start on your own and move up when you need to. Your data comes along; nothing to reinstall.
Tell it in a few sentences. It sets itself up.
No admin panels to learn, no workflows to draw. If something’s missing, it asks you in the chat.
Connect your platforms in one click
Shopify, Amazon, Google / Meta Ads, Reddit…: through the accounts already signed in to in your browser, or one click to authorize. No developer apps to apply for.
Fills gaps on the spot
Missing a connection or a setting? A card pops up in the chat; fill it in and the work carries on.
Answers come as charts
Ask about your numbers and get charts, tables and stat cards back.
Say it, and it’s set up
A weekly report, logging to your own spreadsheet: just tell it. No waiting for us to ship a feature.
Shows up on schedule
Daily checks and weekly reports, right on time.
Everything on record
Every message sent is logged on your computer, along with who approved it.
AI proposes. You decide. Always.
Anything that goes out, costs money or changes something becomes a card first.
Hand it a task
One sentence, to one role
The role does the work
Checks orders, policies, drafts
It hands you a card
With reasons and sources
You decide
Send, edit, or drop
It's done — and logged
Who approved what, all on record
Reply to Anna: return request #1001
Reply: can I take this power bank on a plane?
Replace the 3 lowest-CTR headlines
Refunds, reships, price changes and publishing are always human-approved. No approval rate unlocks autopilot.
Your business stays
on your computer.
Customers, orders and playbooks live on your machine. Nothing goes to the cloud unless you turn it on.
Double-click to install
Mac and Windows. No Docker, no command line.
Your keys stay yours
Never seen by the AI, never logged.
Cloud is opt-in
Only what’s needed; export or delete anytime.
Model down? Everything stops
No half-baked sends when the AI can’t be reached.
Everything behind other people’s paywalls is in the open-source edition.
No per-seat pricing. No per-connection pricing. No enterprise tier.
| What you need | Common pricing elsewhere | Agents Workshop |
|---|---|---|
| Support AI | Per seat, per month | Free, with your own key |
| Connect store, email, social | Per connection | Free, your own accounts |
| Browser extension (creators, Reddit, ads) | Per record, per call | Free |
| Approvals, permissioned knowledge base | Enterprise tier only | Free |
| Multiple stores and brands | Paid upgrade | Free |
"Elsewhere" describes common pricing models, not any specific company. Check each vendor’s official pricing.
Built from the ground up:
it doesn’t just chat, it does the work.
Most AI only keeps you company in a chat box. The Workshop is wired in from the Harness up: it checks orders, answers email, posts and edits ads, and asks you first when it matters.
- Care
- Creators
- Social
- Web ops
- Ads
- B2B
- …
Anything that goes out or costs money becomes a card for you, and is logged.
Every role and duty keeps its own.
Who can touch what follows the role.
Official tools plus our connectors; each duty only gets what it declares.
Each role runs its own duties; if the model goes down, the whole line stops.
The official base. We extend it the official way and leave its core alone.
Upstream ships we adopt
- Official scenesSwitch to DeepSeek Harness official scenes in one click.
- Official web searchRoles look things up with the official search and fetcher.
- Official automationsRecurring work runs on the official automations.
- Tracking 0.2.1 alphaEvery new release is evaluated; we upgrade only when tests and the simulation loop pass.
Apache-2.0.All code public. Fork it. No paywall.
Pay as you go. No seats, no subscription.
The open-source edition is free and complete, and your own key costs nothing. With Workshop credits you pay only for what you use.
- Every role, every feature
- Bring your own model key, direct — never through us
- Multiple stores and brands, approvals, knowledge base
- No API keys, no sign-ups elsewhere
- 10 free credits when you sign up
- Purchased credits never expire
Every step, out in the open.
Requests come from the community; progress lives in the repo.
v0.2.0-beta.7: updates in seconds
On Windows, "Restart and update" switches to the new version in seconds; running work pauses at a safe point and picks up afterwards.
Answers come as charts
Ask about your numbers and roles answer with stat cards, tables and charts, ready to read.
AI answer tracking
Each week the Web Operations role asks AIs like ChatGPT, Gemini and Claude about your category, and records whether you are mentioned and which sites they cite.
Reddit operations
Using the brand account you're already signed in to in Chrome, it checks your inbox and subreddit daily and watches outside keywords; replies are drafted, you approve, the extension fills them in and you hit send.
Say it, and it's set up
Weekly reports and logging to your own spreadsheet are no longer fixed features. Tell a role in a sentence and it configures itself.
Missing something? Fill it in right there
If a task needs a connection or a setting you don't have yet, a card pops up on the spot; fill it in and the original task carries on.
Questions
Is it really free? What’s the catch?
The open-source edition is complete and free, with no paywall. Credits are for people who want it easy: no accounts to open elsewhere, no keys to paste.
Does my data leave my computer?
By default, everything stays on your computer. Only when you turn on a cloud service, or use credits to call a model, does the content needed for that one request go out.
Can the AI send or refund on its own?
No. Sending anything out, refunds and price changes all become cards first. Nothing happens until you click.
Do I need to code?
No. Double-click to install, connect an AI, paste your website and you’re working. Platforms connect through your browser logins — no developer apps, no terminal.
What can it connect to?
Shopify, email, Amazon, Reddit, Google and Meta Ads, TikTok, YouTube, WhatsApp, Feishu, DingTalk and more. If a task needs one you haven’t connected, it asks you in the chat.
How does it relate to DeepSeek Harness?
Harness is the base. Agents Workshop is a distribution of it: extended the official way, core untouched.
Start with one small task.
Install it, connect an AI, and hand today’s most annoying email to Support.
First launch: right-click the icon → Open
If Windows blocks it the first time, click “More info → Run anyway”