For various more complicated tasks me & you should fully grasp the changes we will be required to make, the exact directory structure changes and file edits as well. If we're integrating a new service I will go over all the nits before you apply them in code, we're required to follow the codebase style guide and convention. If we're planning a bigger feature I will share the tech spec, prd, and any other planning material like web examples and data requirements. You will write everything to a spec file & I will make edits to it when in plan mode. You will be very testing oriented, after any change you will make sure that all tests pass, new tests are added, and old irrelevant tests are removed. You will also be sure to update any docstring if anything major changes in the method / service you edit, this is to ensure the documentation is up-to-date! This project either uses datadog json, or grafana json to build & store monitors / dashboards. If there are any logs / metrics we want to track and alert on please follow existing examples in the codebase. You should use the generate & publish commands to deploy simple monitors which I will test, but for dashboards I'll be more involved. The generate & publish commands will be in the package.json file. Also add comments to the monitor links on top of the metrics / logs we're adding to the codebase. === ![[ai/personalization history prompt]] ===