About
About the practice and the seed
The Capacity Planning Practice is an open, community-built body of knowledge for capacity planning. Its seed edition is one practitioner's account: The Coefficient Is an Agreement, by Guillermo Martinez. It's laid out to read in steps, with its worksheet, figures, glossary and sources. The charter says why it exists and what it covers.
How it will change
The body of knowledge grows by discussion and consensus, in versions and editions; How it grows sets out the loop. The seed paper is a working draft. In its own words:
The two claims are the part meant to last. The method, the thirteen mechanisms, the stages and every illustrative number are expected to change as people use them.
So expect the claims to hold steady across versions, and the method, the mechanisms, the stages and the numbers to move as practitioners try them. Each version's changes are listed under What changed, and every version is a complete paper you can download.
About the author. Guillermo Martinez worked in infrastructure capacity planning and resource governance at a hyperscale operator from 2015 to 2024. Views are his own.
Disclaimer. This paper reflects the author's own views. It is not endorsed by, and does not represent, any current or former employer. It uses no confidential information and describes no organization's internal practice beyond what the cited public sources state. All examples and figures not attributed to a source are invented for illustration, including the normalized machine unit, its weights and every ratio marked illustrative. Several cited works are by authors at the author's former employer; they are cited only for what they publish, alongside published work from other operators. Company, product and system names are trademarks of their respective owners, used only to identify published work; no endorsement is implied.