Month 2025-09 focus: delivering clarity improvements to the Kinesis Analytics V2 Application test suite in the opentofu/terraform-provider-aws repo. Implemented a rename of test functions to reflect their purpose around snapshot toggling and restoring from snapshots, improving readability and maintainability. This work was completed via two commits: c6263ef54738ccdfb0f8cff038b3f38f33bb7927 and c996be971225bc6a8b84c5c5c79decd89dc3b28a (Test name improvement). No major bugs fixed this month; primary delivery centered on test quality and CI reliability to reduce churn and improve onboarding. Overall impact: clearer, more maintainable tests that reduce false positives and accelerate future changes. Technologies/skills demonstrated: Go-based Terraform provider testing, test naming conventions, commit hygiene, and CI/test strategy collaboration.