M22 runs a large-scale automated pipeline against numerous commercial VPN apps: APK decompilation + HTTPS-proxy interception to extract servers/FQDNs, automated dial-testing at volume (one app: 17,554 dial-tests, 4,073 servers discovered, 94% 24-hour block rate), and OpenCV-based automated ad-dismissal to keep test automation running unattended.

Under the internal "M22" project (deployment site "YGN-MYTEL" confirms this is Myanmar, at the Mytel carrier), Geedge runs a continuous, individually-tracked signature-extraction pipeline against named commercial VPN apps (Super Unlimited VPN, NotVPN, Avira Phantom, Bitdefender VPN, Thunder VPN, Panda VPN, Mouse VPN, HaloVPN, GoFly VPN, Kiwi/Kuto/Greennet/Gulf Super/Hatunnel+ VPN, and a customer-provided list of 141 more): active probing of app refresh/connect behavior (including automated UI-driving scripts) extracts server IP/FQDN lists, separately for free vs. paid tiers and Android vs. iOS, which are then loaded as blocklist objects and validated against a false-positive ("CT"/穿透) test pass in a separate demo environment before deployment.

Project "M22" runs a standing weekly program to extract and patch detection signatures against "Turbo VPN": automated dial-testing continuously discovers server IPs (tens to hundreds/week), each batch packaged into a dated JSON patch file, validated for both blocking efficacy and false-positive risk before rollout. Ran continuously Aug-Nov 2024 in the source ticket.

Raw TSG session_record export logs dated Nov 2024, tagged device_group 'YGN-MYTEL' (Yangon, Mytel), directly corroborate the leak's M22=Myanmar/Mytel/Yangon site-codename mapping with live production data: individual SSL sessions are classified by app as 'Hotspot Shield VPN' (destination get.adobe.com, likely a fronting/CDN endpoint) and allowed under a named whitelist rule 'whitelist_102024', geolocated client-side as Myanmar.Yangon.Yangon.

Ethiopia customer (E21/E-site) explicitly requested TSG blocking be extended beyond the baseline (Psiphon 3) to a named list of commercial VPNs: Freegate, CyberGhost, Torguard, NordVPN, IPVanish, VPN Unlimited, ExpressVPN, Surfshark, Windscribe, Hotspot Shield, Ivacy, Atlas VPN, PureVPN, ProtonVPN, Norton Secure VPN. Engineering confirmed delivery of NordVPN and Hotspot Shield signatures with successful field tests.

TSG's app/protocol detection ("AppSketch" / context_based_detector plugin, part of the SAPP packet pipeline) is not purely static-signature: each detection rule can be an arbitrary Lua script (APP_SIG_LUA_SCRIPTS table) executed per-session in a per-worker-thread LuaJIT VM, with access to packet payload, session context counters, and helper functions (APP.data, APP.context.c2s_count, APP.log_debug, APP.append_extra_info). A validation CLI tool (luac-tool) checks script syntax, timeout, and return-value type before import.

A crash/perf bug report reveals Geedge's MAAT rule engine (libmaatframe.so, using Intel Hyperscan for literal/regex matching) running with 545,441 FQDN blocking rules and 404,141 IP address blocking rules loaded in a single instance as of 2024; loading 500,000 new FQDN rules via the full Hyperscan path took ~95 minutes, addressed by an automatic fallback to a second engine ("Rulescan") above 50,000 rules.