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Guides

Ship an AI-built app in 90 seconds: from git URL to live

A complete walkthrough of the first deploy: what detection reads, what the build actually does, where the ninety seconds go, and what to do when the detection guesses wrong.

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Product

The hard spending limit: why we cap instead of billing you more

Every platform has a budget setting. Almost none of them stop the bill. Here is the mechanical difference, the balance sheet that makes it possible, and the two things that fall outside it.

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AI & agents

Let an agent run your infrastructure: MCP, scopes and safety

Giving a model write access to your production platform sounds reckless. It is reckless — unless the blast radius is a number you set. Here is the full safety model, mechanism by mechanism.

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AI & agents

Connect Claude Code, Codex or Cursor to cmdz over MCP

The configuration for each client, what the authorisation flow actually does, how to pick a profile, and how to tell whether it is working.

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Product

Passwordless from day one: how passkeys work on cmdz

No password, no username, no emailed code, no authenticator app. What that means in practice, what happens when you lose a device, and why we will not add a fallback.

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Guides

Deploy a Next.js + Postgres app without writing a Dockerfile

The most common stack on this platform, end to end: detection, the database, migrations on release, environment variables, preview environments and what the whole thing costs.

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Guides

Deploy Laravel on cmdz: Octane, migrations and queues

A real Laravel deployment: the release command, queue workers as their own workload, the scheduler, Octane, storage on object storage, and where the horizontal-scaling surprises are.

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Guides

Deploy FastAPI with a vector database for RAG

A retrieval-augmented app end to end: FastAPI on Uvicorn, pgvector, where the embedding cost actually lands, and why the spending limit matters more for this shape of app than any other.

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Sovereignty & regions

Choosing a region: data residency and your own redundancy

What a region actually guarantees, what it does not, and how to run one app in two of them — including the honest limits of what we promise across regions.

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Guides

Buy a domain and manage DNS in one place

Search, buy, attach and certify in one flow — plus why domains are the one thing charged outside your spending limit, and why we always show the renewal price.

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Guides

Preview environments per pull request, explained

What gets created, what is shared with production and what is not, how sleeping keeps twenty of them nearly free, and the two mistakes that make previews expensive.

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Product

What counts toward your limit — and what does not

The complete list, both columns, including the two things outside the ceiling and the reason for each. No "and more", no asterisks.

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Comparisons

cmdz vs a hyperscaler: cost predictability for AI builders

Three concrete workloads priced against the published rates of Vercel, Railway, Render, Fly and Cloudflare — including the two profiles where they win.

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Sovereignty & regions

EU data, EU law: what sovereignty actually means for your stack

Beyond the region dropdown: where the control plane lives, where the logs and backups go, who the subprocessors are, and which questions to ask any provider claiming an EU region.

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Engineering

Scaling to zero and back: how cold starts work

What actually happens between a request arriving at a sleeping app and it being served, where the milliseconds go, and when scale-to-zero is the wrong choice.

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Product

Rollbacks in seconds: the 90-day deploy history

Why a rollback here is a cutover rather than a rebuild, what it does and deliberately does not undo, and how to make your migrations rollback-safe.

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Engineering

Metering explained: how usage becomes credits

The full chain from a 15-second sample to a line on your invoice: what we measure, how precise it is, which way the imprecision points, and why rounding happens exactly once.

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Guides

Secrets and environment variables, done right

Where secrets live, why env pull writes names and never values, what an agent can and cannot see, and how to rotate a credential without a redeploy.

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Engineering

How we isolate customer workloads with Kata micro-VMs

The difference between a namespace and a hypervisor as a security boundary, what it costs in memory and boot time, and why it matters more now that a model wrote the code.

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AI & agents

Building an app entirely by talking to an agent: an end-to-end walkthrough

A complete session from empty directory to a live app on a custom domain, without touching a dashboard — including the two moments the agent had to come back and ask.

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