privacy-by-design

Privacy by Design

Instructions

Privacy by Design is an engineering posture, not a legal afterthought. Decisions made in the first week of a feature outweigh months of compliance paperwork.

1. The Three Questions

Before adding any data collection, answer in the PR description:

1. What exactly are we collecting (field list, types, precision)?
2. Why — which user-facing feature does it enable?
3. For how long — retention and deletion policy.

If you can't answer cleanly, don't add it.

2. Data Minimization

Collect the least-precise data that still makes the feature work:

• Location: need it only for "find nearest store"? Use CLLocationManager at reduced accuracy (desiredAccuracy = kCLLocationAccuracyKilometer) or Android's PRIORITY_BALANCED_POWER_ACCURACY. Consider iOS 14+ approximate location (requestWhenInUseAuthorization + user choice).
• Contacts: need a phone number only to check membership? Hash client-side, ping server with prefix-truncated hashes (k-anonymity) — don't upload the full contact book.
• Photos: use the PhotoPicker (PHPickerViewController on iOS, ActivityResultContracts.PickVisualMedia on Android) — you get the chosen asset without full library access.

var config = PHPickerConfiguration(photoLibrary: .shared())
config.selectionLimit = 1
config.filter = .images
let picker = PHPickerViewController(configuration: config)
// No Photos permission prompt required for this path.

val launcher = registerForActivityResult(
    ActivityResultContracts.PickVisualMedia()
) { uri -> /* process one image; no READ_MEDIA_IMAGES needed */ }
launcher.launch(
    PickVisualMediaRequest(ActivityResultContracts.PickVisualMedia.ImageOnly)
)

3. Purpose Binding

• Each data field has one documented purpose.
• Reuse for a new purpose requires a new consent event, not a silent expansion.
• Analytics events that "might be useful later" are a red flag; collect when you have a concrete use.

4. On-Device Over Off-Device

• Perform processing on-device when feasible (ML classification, thumbnailing, redaction).
• Ship only derived / aggregate signals off-device.
• Apple's App Store policy, Google's Play Data Safety, and GDPR all reward this architecturally.

5. Identifiers

Use the weakest identifier that works. Generate a random install ID scoped to your app (UUID.randomUUID() stored in Keychain / Keystore) for things like A/B bucketing.

6. Third-Party SDKs

Each SDK added is a data-sharing decision:

• Enumerate what it sends (many SDKs send IP, install ID, app events by default).
• Add to Apple's Privacy Manifest (PrivacyInfo.xcprivacy) and Google Play's Data Safety form.
• Prefer SDKs that support delayed initialization until after consent.
• Audit at least yearly — SDKs expand scope between releases.

7. Logs, Crash Reports, Analytics

These are the three places PII leaks most often.

• Never log raw request / response bodies with user data in release builds.
• Strip PII from crash reports (stack traces are fine; user input in a toString() is not).
• For analytics, log categories ("filter_applied") not content ("searched for: alice@example.com").

// Don't
Timber.d("User profile: $profile")
// Do
Timber.d("Loaded profile uid=${profile.id.hashPrefix(8)}")

8. Default Settings

• Telemetry / crash reporting: opt-in in regulated regions, clearly disclosed elsewhere.
• Personalization / recommendations that rely on behavior: opt-in.
• Background location, microphone, camera: never "always" by default.

9. Data Export and Deletion

Shipping a feature → shipping an export path and a delete path. Build them alongside, not after launch. See gdpr-mobile.

Checklist

• [ ] Every new field has a documented purpose and retention period.
• [ ] Location / photos / contacts use the least-privileged API (reduced accuracy, PhotoPicker, hashed lookup).
• [ ] No feature reuses data for a new purpose without fresh consent.
• [ ] Processing happens on-device where feasible.
• [ ] Identifiers used are the weakest that work; no deprecated hardware identifiers.
• [ ] Every third-party SDK is entered in the iOS Privacy Manifest and Play Data Safety form.
• [ ] Logs, crash reports, and analytics do not carry raw PII.
• [ ] Export and delete paths ship with the feature, not later.