Make Cloud Feel Like Local

Tembo's mission is simple:

Make cloud feel like local.

That sounds small, but it changes the shape of software development.

The old tradeoff looked like this:

• Local feels direct. Your editor is open. Your files are there. Your terminal is there. You can inspect, change, run, and debug without waiting for a remote workflow to wake up.
• Cloud has more capacity. It can run bigger jobs, fan out work, keep tasks alive while you move on, and give teams shared infrastructure.

The problem is that these have usually been treated as separate worlds. Local is fast and familiar, but bounded by your laptop. Cloud is scalable, but often feels like another place: another dashboard, another queue, another environment to understand before you can get work done.

We think that split is wrong.

Your laptop should stay the center of your workflow. It should still feel like the place where development happens. But it should not be the ceiling for what you can run.

Your laptop as a window

The goal is not to move developers away from their tools.

The goal is to make those tools reach further.

When an agent is doing real work, it may need to:

• Investigate a bug.
• Refactor a service.
• Update dependencies.
• Review a pull request.
• Coordinate changes across repositories.

That work should not be constrained by the CPU, GPU, memory, battery, or network conditions of the device in front of you.

Your laptop should become a window into much more compute than it physically contains.

That means:

• Long-running work can continue after you close the lid.
• Multiple agents can run in parallel without making your machine unusable.
• Heavy tasks can happen in isolated environments with the right dependencies already available.
• Team workflows can use the same infrastructure instead of depending on whatever happens to be installed locally.

But the interaction should still feel local. You should be able to start from the place you already work: your repo, your editor, your terminal, your issue tracker, your Slack thread. The cloud should expand the workflow, not replace it with a new one.

Cloud work is teamwork

There is another benefit to running agent work in the cloud: the work becomes visible to the team.

When agent sessions run on one laptop, the context is easy to lose. The prompt, the steps, the logs, the environment, and the reasoning behind a pull request can disappear into one person's machine or terminal history.

When the work runs in shared cloud infrastructure, the trail can stay attached to the output:

• What the agent was asked to do.
• Which repository, branch, tools, and environment it used.
• What commands it ran.
• What changed before the pull request was opened.
• Where a reviewer can inspect the session behind the code.

That matters for trust. A pull request from an agent should not feel like a mysterious patch. It should come with the context you would expect from a teammate: what they were trying to do, how they approached it, and why the result is worth reviewing.

Why this matters now

Coding agents make this problem more urgent.

A coding agent is not just autocomplete. It may need to read a large codebase, run tests, install dependencies, search logs, compare branches, open a pull request, or coordinate with another agent working on a related change. That kind of work can quickly outgrow a single local machine.

At the same time, developers do not want the core loop to become distant. If an agent runs somewhere else, the result still has to come back as code you can review, test, edit, and merge. The value is not in making development feel abstract. The value is in giving the local workflow more reach.

That is the product direction behind Tembo.

We are building the control layer that lets engineering teams run agentic work on cloud-scale infrastructure while keeping the developer experience grounded in the tools and repositories they already use.

Read more about Tembo's cloud agents.

Local should remain the command center. Cloud should become the capacity behind it.

The standard we are aiming for

"Make cloud feel like local" gives us a simple test for the product:

• More capacity. Tembo should run agent work on infrastructure that can handle it, while your laptop stays the place you start, inspect, and review the work.
• More coordination. If a task needs several agents, repositories, or environments, Tembo should coordinate that work for you.
• Clear review. If a task touches production code, Tembo should keep the review and approval path visible instead of hiding the change behind automation.
• More traceability. If an agent opens a pull request, the team should be able to inspect the session behind it.
• Same workflow. If a task starts in your normal workflow, Tembo should not force you to abandon that workflow just to use more compute.

The best version of this is almost boring. You ask for work. The right environment appears. The right agent runs. The work fans out when it needs to. The output comes back as something you can inspect and control.

Your laptop still feels like the place where development happens.

It just stops being the limit.

Next, we will share the engineering behind it: how we accidentally became a sandboxing company, and how VMs, cloud runtimes, session logs, orchestration, and review flows make cloud agents feel local.