Jun 22, 2026
Configuring SKAdNetwork & AdAttributionKit Without Fingerprinting Fallbacks
How to structure privacy-preserving conversion value schemas under Apple's SKAdNetwork 4.0 and AdAttributionKit frameworks.
Engineering Field Notes
Engineering Field Notes & Telemetry Guides
Practical technical write-ups on reverse engineering mobile SDKs, configuring Apple Privacy Manifests, zero-knowledge session hashing, and dynamic network interception.
May 18, 2026
Dynamic Network Telemetry Interception on Physical Android Hardware
Setting up dedicated hardware testbeds, configuring Network Security Config overrides, and extracting obfuscated telemetry calls.
Apr 2, 2026
Zero-Knowledge Mobile Session Hashing for DAU/MAU Measurement
How mobile product teams can calculate daily active users and retention curves without collecting persistent hardware IDs, advertising identifiers, or user account keys.
Mar 14, 2026
Auditing Apple Privacy Manifests & NSPrivacyAccessedAPITypes
A technical guide to auditing compiled iOS binaries and embedded XCFrameworks for undeclared system API accesses and required reason codes.