Beta Stuff is in private beta — request access →
Private beta The orchestration layer for AI coding agents →

Ship real software with AI agents —
without losing control.

The agent orchestration layer for AI agents that build software — from product intent to review-ready PRs.

Join private beta → ▶Watch 60-sec demo

Built for teams using Claude Code, Codex, Cursor, GitHub, and modern AI coding workflows.

checkout-flow/run #241 feat/checkout live
Task graphrunning on 2 agents · 3 of 6 done
CCo
done0:38

Payment schema

db/schema.ts
Cclaude+124−18
done0:52

Auth guard

middleware/auth.ts
Cclaude+86−7
running1:12

Checkout API

checkout/api.ts
Cclaude+212−40
queued

Cart UI

ui/cart.tsx
Cocodex
queued

E2E tests

e2e/checkout.spec.ts
Cclaude
queued

Receipt email

mail/receipt.tsx
Cocodex
Checks ✓typecheck ✓14 tests ✓build ●migration → needs approval
$

Orchestrates the agents and tools you already use

ClaudeCodexCursorGeminiGitHubTemporalMCPPlaywright
Parallel agent runs Verified before PR Scoped agent access Audit-ready workflows

The problem

AI coding is fast.
Software delivery is still messy.

Claude, Codex and Cursor generate code in seconds — but teams still have to turn ideas into tasks, control what agents can touch, review large diffs, check tests, approve risky changes, and track what actually happened. Stuff is the missing layer between AI-generated code and software you can safely ship.

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Vague prompts become messy output

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Agents work without clear task ownership

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Generated diffs are hard to review

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Tests and checks are easy to skip

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Risky changes need human approval

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Context gets lost between sessions

How it works

One idea in.
A reviewed, tested change out.

01

It plans

Stuff turns a vague product request into a spec, architecture, and task graph your agents can actually execute.

spec · architecture · task graph
02

Agents build

Each agent gets a scoped task, an isolated branch, and only the files, commands, and tools it needs.

claude · codex · cursor · branches
03

Verify & ship

Every change is checked with tests, build, review, and approval gates before it becomes a PR.

tests · review · approval · PR

See it work

Idea in. Verified PR out — in about a minute.

Watch Stuff turn a product request into a reviewed, tested pull request.

stuff — idea → PR
  1. 1
    Enter a product idea“Add guest checkout”
  2. 2
    Stuff writes the specscope · acceptance criteria
  3. 3
    Task graph appears6 small, scoped tasks
  4. 4
    Agents run in branchesclaude · codex, isolated
  5. 5
    Tests & build pass✓ typecheck · 14 tests
  6. 6
    Risky step waitsmigration → your approval
  7. 7
    PR is opened#128 — review-ready

Control & security

Give agents tasks, not full control.

Stuff scopes what every agent can read, edit, run, and request.

  • Block access to secrets
  • Require approval for risky commands
  • Run work in isolated branches
  • Verify changes before PR
  • Keep an audit trail of every action
Read src/checkout/**
Run npm test
Migrate prod → ask you
Read .env → denied
Push to main → denied

The platform

AI agents write code.
Stuff runs the delivery workflow around them.

Orchestration

Plans & runs the whole build

One idea becomes a scoped task graph — then your agents execute it in parallel.

ClaudeCodexCursorGemini
Verification

Checked, not guessed

✓typecheckpassed
✓14 unit testspassed
✓e2e · buildpassed
●visual diffreview
Independent review

Fresh eyes, every time

Highnull deref in APIfixed
MedN+1 queryflagged
✓secrets scanclean
Stays in your control

You approve the risk

migrate prod orders

Waiting for your approval

Project memory

Context that persists

product truthdecisionsstandardsdata contractsrejected paths
Self-improvement

Better every run

Trace→Eval→Improve→Rollout↺

Stuff vs. vibe coding

Vibe coding gives you code.
Stuff gives you shipped software.

Without Stuff

You are the glue

  • You prompt one agent at a time
  • You re-explain context every session
  • You review large diffs yourself
  • You check tests by hand
  • You hope it didn't touch the wrong files
With Stuff

The system is the glue

  • Product intent becomes a task graph
  • Agents run in scoped, isolated branches
  • Access is limited per task
  • Tests and reviews run automatically
  • Risky steps wait for your approval
  • Every action has an audit trail

Who it's for

Built for teams already using AI to write code.

Founders & solo builders

Using Claude or Codex to ship product fast, before hiring a full team.

AI-native startups

Turning prompts into real, tracked product work — not throwaway chat output.

Engineering teams piloting agents

Running autonomous coding agents with guardrails, branches and reviews.

Teams that need to trust agents

Permissions, approvals, tests and audit logs before anything reaches main.

Why now

The bottleneck moved from writing code to trusting it.

Software teams are shifting from single-player coding assistants to multi-agent software delivery. The next bottleneck isn't code generation — it's coordinating, verifying and trusting the agents that generate it. Stuff is building the orchestration layer for that shift.

One coding assistant→Fleets of agents
Generating code→Coordinating & verifying it
Chat output→Reviewed, shippable PRs

The beta

What early teams get.

A note from the founder

I'm building Stuff because AI coding agents are moving faster than the workflows around them. I've been building web apps, AI projects and developer tools — and I believe the next generation of software teams will manage fleets of agents, not just one assistant.

Stuff is my attempt to build the orchestration layer for that future. — Vinith

FAQ

Questions, answered.

Does Stuff replace Claude Code or Cursor?

No — it orchestrates them. Your agents stay the workers; Stuff is the planning, permission, verification and review layer above them.

Is it model-agnostic?

Yes. Stuff routes each task to the best agent — Claude, Codex, Cursor or Gemini — and tracks cost as it goes.

How does it keep my codebase safe?

Agents run in isolated branches and containers with scoped files, allowed commands and short-lived tokens. A policy engine gates anything risky, and every action is audited.

Can it run on-prem?

Yes. Enterprise private runners keep execution, credentials and code inside your environment while streaming traces to your control center.

When can I start using it?

Stuff is in private beta. Request access and early teams get hands-on onboarding.

Request private beta access.

We're onboarding teams using Claude Code, Codex, Cursor and GitHub to help shape the future of agentic software delivery.

Early teams get hands-on onboarding. No credit card.