Coding Lab
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The AI coding workspace for your company. Your AI coding, on every device.

Manage every AI account and subscription your people use, run sessions on your own machines in one shared project setup, and see what it all adds up to across projects and people. Start a session on your laptop, follow it on your iPad, approve it from your phone. Use all your Claude and Codex accounts, and run on as many machines as you like, each with its own environment.

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Northwind Studio · team workspace
Running now7
People active14
Conversations this week412
Spend this week$938
PERSONWORKING ONACCOUNTMACHINESTATUS
AKAnna KowalskaTech lead Billing settings pageorbit-web studio-mini-1 Running
ARAlex RiveraContractor Push notification serviceorbit-web studio-mini-1 Running
JMJean MoreauDeveloper Invoice PDF exportledger-app linux-build-01 Waiting
OBOleh BondarDeveloper Offline sync feasibilitypulse-mobile home-mini Pushed
MCMia ChenDesigner Onboarding flow redesignorbit-web studio-mini-1 Running
Same checkout for everyoneorbit-web · 3 repos · one setup
This week$938 across 4 subscriptions
app.coding-lab.co
TODAY
LHInvoice PDF exportRunning
PNDark mode for settingsPushed
LHFix staging deployPushed
SRSearch results pagingPushed
KSOnboarding flow redesignDraft
Invoice PDF export Running Opus · orbit · studio-mini-1
Add PDF export for invoices. Reuse the CSV exporter’s layout and add tests.
Read invoices/csv-export.ts and its testsdone
Added invoices/pdf-export.ts+184
Ran the tests: 48 passeddone
Committing to session worktreeworking…
Invoice PDF export Running
Added invoices/pdf-export.ts Ran the tests: 48 passed Committing… Reply…
iPad
orbit
48 tests passed. Commit and push?
PushReview
Phone
Laptop
Your accounts CClaude Max CClaude Pro OChatGPT Pro
Your machines studio-mini-1macOS · Xcode, Node 22 linux-build-01Ubuntu · Docker, Python 3.12
For companies

Every AI account, project and person, in one place you control.

Employees on team seats, contractors on their own subscriptions, shared Codex for everyone. Coding Lab handles the mix and shows you what it adds up to.

Manage who uses which AI account

Mix personal and company subscriptions per person. Give access in a click, take it back just as fast, and set each person’s default.

  • Contractors can bring their own subscription
  • Employees share team seats without sharing passwords
  • Usage and cost tracked per account and per person
Click a cell to give or remove access.
PERSON CClaude Pro · AlexPersonal CClaude Team5 seats OCodex TeamChatGPT Business KClaude API keyPay as you go
ARAlex RiveraContractor
JMJean MoreauDeveloper
AKAnna KowalskaTech lead
OBOleh BondarDeveloper
MCMia ChenDesigner
See what your AI spend turns into

Conversations, hours, tokens and cost by project, by person and by subscription, updated live. A peek at the workspace overview:

Workspace overview Northwind Studio · this week sample data
Conversations412+18%
People active14of 16
AI hours130h+9%
Tokens48.2M+12%
Pushed changes231+24%
AI hours per day orbit-web ledger-app pulse-mobile
PROJECTCONVOSAI HOURSPEOPLETOP MODEL
OWorbit-web3 repos · orbit-frontend 16455h6Opus
LAledger-app2 repos · web, ios 14243h5Codex
PMpulse-mobile1 repo · react-native 7123h3Sonnet
ITinternal tools1 repo 359h2Haiku

Checkout templates

Describe the environment once, and every session runs inside it. Limited access protects both your code and your privacy.

template · web-backend
Environmentnode 22 · postgres 16 · redis
Toolsgit, pnpm, supabase-cli
Accessrepo: web-backend · no prod secrets

The work, visible as it happens

Developers used to code in isolation for days. Now you see the prompts they write, the models they pick and the tokens they use.

PERSON · PROMPTMODELTOKENS
SRSofia ReyesFix the flaky checkout tests Codex1.2M
KSKenji SatoReview PR #412 copy changes Claude Sonnet310k
PNPriya NairOffline sync feasibility Claude Opus840k
Catch risky habits before they become incidents Every session transcript is stored, so conversations where someone pastes secret keys, private company documents or other confidential information can be flagged for review.
API key shared in chat · flagged
One workspace for AI coding

Your accounts. Your machines. One setup for the whole team.

Coding Lab brings together the AI subscriptions you already pay for and the computers you already own, then gives your team one shared place to work from, wherever they are.

01

Use every AI account and subscription, and switch any time

Connect Claude and Codex accounts on any plan, personal or company. Use several at once, and switch per conversation when one hits its limit or another model fits the task better.

  • Combine personal and team subscriptions
  • Pick the account and model for each conversation
  • See usage per account, so nobody runs dry mid-task
AI accountsClick one to switch
Next conversation runs on Claude Max · Team
WorkersYour team’s machines
studio-mini-1Mac mini in the office · 3 sessions running Busy
home-miniMac mini at home · idle Online
linux-build-01Ubuntu server · 1 session running Busy
Add a machine: install the worker app and it appears here
02

Turn your own machines into virtual workers

A Mac mini on the shelf, a Linux box, a cloud VM: install the worker and it runs sessions for the team. Your code stays on hardware you control, and nothing stops when you close your laptop.

  • Runs keep going with the lid closed
  • See each machine’s load and what’s running on it
  • No extra compute bill, just the hardware you have
03

The whole team works in the same project checkout

Set the project up once: repositories, branches, tools, environment and instructions. Everyone’s sessions start from that same checkout, so there are no “works on my machine” surprises and handing work over is easy.

  • New teammates are productive on day one
  • Pick up a teammate’s conversation where they left it
  • Each session gets its own worktree, so nobody steps on anyone
orbit-webProject checkout · shared by 4 people
Repositoriesorbit-frontend · orbit-server · orbit-api
Branchesdevelop · main · main
Toolsnode 22 · pnpm · supabase-cli
InstructionsRun tests before reporting done
LHLenaBilling settings
MRMarcoPush notifications
PNPriyaOnboarding flow
TBTomSearch API
Team workspace · web
LHBilling settings pageRunning
MRPush notification serviceWaiting
PNOnboarding flow redesignPushed
orbit-web
Tests passed. Push to develop?
PushReview
04

Reach your team workspace from anywhere

Everything lives in one team workspace on the web and on your phone: every conversation, live, with who started it and where it stands. Start a task on your desktop, approve the push from the train.

  • No more chats scattered across tools and laptops
  • Follow and answer running sessions on the go
  • See what the whole team is working on, live
Agents

Extend your team with virtual members.

Start with preconfigured agents for common jobs, or create your own with the instructions, tools and checkout they need.

Code reviewerReviews every pull request before a person does.
Test fixerPicks up failing tests and proposes fixes.
Docs writerKeeps READMEs and changelogs up to date.
Your own agentGive it instructions, tools and a checkout.
How it works

From a sentence to pushed code, without babysitting it.

01Connect your AI accountsAdd the Claude and Codex accounts and subscriptions you already have, personal or company, as many as you like.
02Add your machines as workersInstall the worker app on a Mac mini, a Linux box or a cloud VM. Sessions run there, not on your laptop.
03Set the project up onceRepositories, tools, environment and instructions in one checkout that the whole team shares.
04Work from anywhereDescribe the task on the web or your phone. It runs in its own worktree and commits or asks first, by your rules.