How I improved my analytics agent reliability from 45% to 86%

2026-03-12

Analyzing failures in an analytics agent and fixing issues in tests, date-selection rules, documentation, and especially the underlying data model improved reliability from 45% to 86%. The results show that most gains in context engineering come from clearer data models, explicit rules, and better documentation rather than complex agent architectures.