
Akhaku enhanced the Netflix-Skunkworks/service-capacity-modeling repository by expanding capacity modeling and pricing coverage for Aurora PostgreSQL. Over two months, Akhaku introduced new instance shapes and integrated Aurora PostgreSQL pricing data, enabling more accurate capacity planning and cost forecasting. The work involved Python scripting, JSON manipulation, and AWS service integration to align database and compute options, supporting unified planning across RDS and EC2. Akhaku also improved code maintainability by addressing a false pylint warning related to hypothesis-based testing. The contributions demonstrated depth in data modeling and operational impact, strengthening the repository’s ability to support scalable, data-driven infrastructure decisions.

December 2025: Expanded capacity modeling and pricing coverage for the Netflix-Skunkworks/service-capacity-modeling repo. Implemented Aurora PostgreSQL pricing data integration, expanded RDS/EC2 coverage, and improved code health by addressing a false pylint warning. These changes enhance pricing accuracy, capacity planning, and developer focus.
December 2025: Expanded capacity modeling and pricing coverage for the Netflix-Skunkworks/service-capacity-modeling repo. Implemented Aurora PostgreSQL pricing data integration, expanded RDS/EC2 coverage, and improved code health by addressing a false pylint warning. These changes enhance pricing accuracy, capacity planning, and developer focus.
Month: 2025-11 — Concise monthly summary focusing on capacity-modeling enhancements for Aurora PostgreSQL and the overall impact on capacity planning and service flexibility.
Month: 2025-11 — Concise monthly summary focusing on capacity-modeling enhancements for Aurora PostgreSQL and the overall impact on capacity planning and service flexibility.
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