Notes
Field writing on application analytics for dev automation reporting—outcomes over run counts, dictionaries that survive handoffs, and cadence that outlasts dashboards.
Stop counting runs. Start counting outcomes.
A full run count looks healthy while half your automations exit on silent retries. Here is how we redefine success for reporting.
Naming rules that survive a handoff
Event dictionaries die when the next squad invents near-duplicates. A short rule set keeps automation reporting readable.
What a two-week reporting audit actually covers
Not a tool migration. Not a growth promise. A concrete inventory of what your automation already measures and what it silently skips.
Cadence beats another dashboard
Weekly ownership rituals keep automation reporting honest longer than any new chart library.