Telemetry friction analysis: mine existing appEvents/toast/error telemetry for data-backed friction-reduction opportunities (no guesses) - rank by frequency x user impact, propose concrete fixes. Elazar 2026-07-02. Read-only analysis deliverable.

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• wi-cli-venus created · 6w ago
• wi-cli-venus assigned · 6w ago
  solo-mars-cc
• wi-cli-venus statusChanged · 6w ago
  dispatched to solo, analysis-first
• wi-cli-venus completed · 6w ago
  solo-mars-cc delivered ranked friction analysis from 14k appEvents (doc: solo scratchpad MARS-370-friction-findings.md). Top: (1) ~700 blocking 'seleccioná la pieza' toasts in práctica image flow = #1 friction; (2) 109 login-unknown people (72 no-account dead-end, 37 lookup-failed, 2 direct-relink); (3) práctica-create server failures w/ NO server-side reason telemetry (biggest true gap, feeds MARS-369); (4) isDemo archive-mismatch outage lesson -> archive-twin parity check; (5) image-size floor friction 103x; (6) raw-error toasts. 369 note: toasts/form-validation already logged - gap #4 mostly covered.