Auto App Dev
Signals that survive the next ship
We map pipeline events, trace deploy-to-adoption paths, and pressure-test release gates for teams who need delivery numbers they can still trust after the next pipeline change.
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Primary engagement
Pipeline Signal Map
Start from the go / hold / rollback decisions you make after each ship, then lock the stage events and identifiers that must exist—so delivery boards stop arguing with CI.
From HK$28,500 · 10 business days
Read the signal map briefRelated engagements you can request
Informational pricing only—no payments are processed on this site.
- Deploy-to-Adoption Trace Walk one release from green deploy to first real usage, catch silent gaps, and leave with a funnel your next ship can re-test. HK$34,800
- Release Gate Review Pressure-test the metrics that decide go / hold / rollback so gates stop moving for pipeline artefacts alone. HK$31,200
- Delivery Office Hours A monthly retainer for pipeline instrumentation reviews so new stages do not reopen last quarter’s measurement debt. HK$18,900 / month
What you take home
Owned artefacts—not a black-box service that keeps running without you.
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Stage catalogues your team can keep
Event definitions and identifier contracts written so a new engineer can instrument the next pipeline stage without inventing synonyms.
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Checklists for every release
Deploy-to-adoption QA steps your platform and release leads can replay after ship day.
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Clear limits
We name sample gaps, version fractures, and charts that cannot answer the gate question leadership is asking.
“We thought adoption had collapsed after a Friday ship. The Trace showed store review lag—and a version label that never joined production traffic. Product was fine; the timeline was not.”