Your codebase is the prompt

The author reflects on their experience with a coding agent named Claude at exe.dev, emphasizing the importance of maintaining a clean and consistent codebase as a means of influencing the agent's output. Initially, when Claude wrote undesirable code by directly accessing the database in end-to-end tests, the author realized that the agent was simply mimicking existing patterns in the codebase, which included similar direct queries. Instead of blaming the agent, the author corrected the underlying tests and improved the test infrastructure to prevent such patterns. The key lesson is that prompts given to coding agents are temporary, but the codebase serves as a lasting prompt that guides the agent's coding style. Therefore, enhancing the codebase is crucial for achieving desirable results from state-of-the-art coding agents.

Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.