Articles
Guides and recipes on building reusable prompt systems — pipelines, client assistants, and the habits that keep them maintainable.
Stop Rewriting the Same Prompts for Every Client
If you're rewriting the same prompt from scratch for every client, the fix is a variable, not a new document: write the shared instructions once, mark the parts that change with a placeholder like {{client}}, and fill in the value when you generate. The shared version updates everywhere it's used, and each client can still override a specific piece without breaking the rest. This article covers why the rewriting habit forms and how to replace it.
Jul 17, 2026 4 min read
How to Organize AI Prompts: From a Folder of Prompts to a Reusable System
Organizing AI prompts means moving from a flat folder of text files to a system where blocks connect, scope controls what updates where, and variables handle the parts that change per client or task. Once that structure exists, you stop hunting for "the good version" of a prompt and start reusing whole pieces of it on purpose. This guide walks through the shift, block by block.
Jul 17, 2026 5 min read