Analyzes UEFI bootkit persistence (SPI flash implants, ESP modifications,
Correlate Windows registry keys (USBSTOR, MountedDevices), Event Logs,
Parse Apache and Nginx access logs to detect SQL injection attempts,
Parses the Windows Amcache.hve registry hive with Eric Zimmerman''s
Analyzes Windows Security, System, and Sysmon event logs in Splunk to
Parse Windows LNK shortcut files to extract target paths, MAC timestamps,
Parse Windows Prefetch (.pf) files with the windowsprefetch Python
Extract and analyze Windows Registry hives with tools like RegRipper
Analyze Windows Shellbag (BagMRU) registry artifacts with SBECmd and
Ancestry decomposition PCA against the Simons Genome Diversity Project
Build ghost-in-the-machine sci-fi story spines.
Extract per-subsection “anchor facts” (NO PROSE) from evidence packs so the writer is forced to include concrete…
Suede Labs Android app factory: plan, build, test, and release a production-grade native Android app from a product idea through Google…
Android build system and deployment patterns
Jetpack Compose mechanics: what belongs in an effect rather than the composable body, how state is hoisted and remembered, and what makes…
Android architecture and platform decisions: where state lives, what survives process death, what work leaves the main thread, and what…
Use to find stuck coroutines, leaked jobs, and suspended awaits with no resumer — the concurrency bugs that don't crash but cause hangs…
Persistence and offline behaviour: where a value lives, what survives, transactions, migrations, and what happens when the network does…
The object graph: what lives how long, what may depend on what, and when a wiring mistake is discovered.
Bring up an Android app in a headless emulator on Linux/WSL and drive it for automated integration testing, the Android analog of…
Images that arrive at runtime, fetched or picked or decoded: caching, sizing, cancellation, and what a picker actually hands back.