Clear, practical notes for every experiment
5 articlesPractical notes on migrating environments, working with unified memory, and connecting remotely—including prerequisites, steps, and what to expect when renting a Mac.

This guide helps indie developers and small teams locate the exact PrivacyInfo.xcprivacy file named in an App Store Connect rejection. It explains how to check app targets, Swift Package resources, SDK manifests, manifest contents, and the final Xcode Archive before submitting again.
Build an offline prompt baseline from fixed conversations, then detect changes in rendered text, token IDs, and assistant generation prefixes.
Check weight shard headers, offsets and index mappings before loading a model. A standard-library Python script and trusted SHA-256 manifest help isolate transfer damage.
Build a repeatable dataset gate with Python’s standard library. Validate conversation structure and reject duplicate records within and across training and validation splits.
New guides are on the way
Published articles will appear here. Before you start experimenting, check the billing periods and connection steps.
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New guides are on the way
While you plan your experiments, explore the rental plans and help docs.
Rent a Mac for as long as your experiments need
Get exclusive use of a Mac mini M4 with 16GB unified memory and a 256GB SSD. Pay in advance by the day, week, month, or quarter. Your Mac shuts down when your rental ends unless you renew. Bring your own models and runtime environment.
