App failures: ten thousand receipts versus a triage board
Before: app-install failures scroll per device, one receipt at a time, with no signal. After: a read-only report rolls them up per app with a failure rate and a triage category.
Ketan Kamble
BEFORE · 10,000 RECEIPTS
AFTER · FIX THE WORST APP
STEP 1 · ONE CRYPTIC RECEIPT
MICROSOFT INTUNE
App install: Failed · 0x87D1041C
now do that per device
STEP 2 · THE ENDLESS FEED
PER-DEVICE ERROR FEED
row after row, same failure, different device — no pattern
STEP 3 · NO SIGNAL
× 9,400
errors, unsorted
scrollbar barely moves
one app, a thousand device rows
▶ Collect-AppDeploymentFailures.ps1
read-only → roll up per app → triage board
TRIAGE BOARD · BLOCKED
AutoCAD 2024 · 68% failure · affected devices
fix the worst app —
not a thousand devices
Pause