Engineering Use Cases for Claude's Cloud VM
PrajwalTomar_ · x · 2026-07-14
The real highlight here isn't just "Claude is powerful," but its default cloud computer/VM workflow:
- Every task spins up a fresh cloud machine rather than just answering in a chat window.
- It automatically clones repositories (including private ones) and retains full git history.
- It can install dependencies, run tests, access the internet, and execute its own code.
- You can run multiple sessions in parallel, and tasks continue running even after you close your laptop.
The author suggests the best practice is to maintain a private "context" repository containing your codebase structure, conventions, and guidelines. This way, every VM understands your engineering setup from the start without needing repeated explanations.
Their personal use cases include:
- Merging PRs from a phone while on the go
- Kicking off multiple parallel research tasks before noon
- Checking the results later in the evening
Overall, it feels less like a chat-based AI tool and more like an engineering team where every agent has its own dedicated machine.
Related event: Developers Share Claude Cloud VM Multi-session Parallel Workflows(3 posts)→
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