Problem
Current local-development guidance can lead an agent to create or enlarge a Linux VM/container runtime without first proving that virtualization is necessary or accounting for the developer machine's actual spare resources.
This caused an occasional Swift Lambda packaging task to use a Colima VM configured with a 100 GB virtual disk and 4 GiB RAM, even though ordinary TokenBrokerCloud development and integration testing can use native Homebrew PostgreSQL/Redis and does not need a VM. The stopped VM still occupied about 23 GB of host storage.
Requested guidance
Refine the applicable cloud deployment, server-side Swift, and general engineering guidance so agents:
- prefer already-installed native host services for local development and integration tests;
- do not introduce a VM merely to provide databases, caches, queues, or other services that already run natively;
- require a concrete OS/architecture/tooling boundary before using a VM;
- distinguish local runtime/testing from deployment-artifact packaging;
- make build/package VMs short-lived and on-demand;
- start from a conservative minimum (for example 1–2 CPUs, 2 GiB RAM, and a small explicitly sized sparse disk) based on measured workload needs;
- inspect and report both virtual disk capacity and actual host disk usage;
- ask before materially increasing CPU, RAM, or disk allocations;
- prefer hosted CI/build infrastructure for infrequent deployment artifacts when that avoids persistent local resource cost and is operationally reasonable;
- tear down disposable packaging environments when their cache value does not justify retained disk usage;
- never represent a VM resource maximum as free or harmless merely because allocation is sparse.
Acceptance criteria
- Relevant skills contain an explicit native-first decision gate.
- VM recommendations state a reasonable minimum and an escalation rule.
- Examples separate native service integration testing from Linux/architecture-specific packaging.
- Validation or review checks flag unjustified large defaults such as 4+ CPUs, large RAM reservations, or 100 GB disks.
- Guidance accounts for constrained developer laptops rather than assuming workstation/server capacity.
Problem
Current local-development guidance can lead an agent to create or enlarge a Linux VM/container runtime without first proving that virtualization is necessary or accounting for the developer machine's actual spare resources.
This caused an occasional Swift Lambda packaging task to use a Colima VM configured with a 100 GB virtual disk and 4 GiB RAM, even though ordinary TokenBrokerCloud development and integration testing can use native Homebrew PostgreSQL/Redis and does not need a VM. The stopped VM still occupied about 23 GB of host storage.
Requested guidance
Refine the applicable cloud deployment, server-side Swift, and general engineering guidance so agents:
Acceptance criteria