Content & Creative

They were building an AI assistant UI where answers stream in token by token, and the existing Markdown renderer kept flickering: incomplete code fences, footnote definitions arriv

They wanted every AI-facing feature in their repo to use consistent, reviewable prompts instead of ad-hoc strings scattered across files. Starting from the LangGPT README, they ado

They set up the ai-website-cloner-template as a standalone project: asked their coding agent to clone the repo into a new folder, strip the origin remote, install dependencies, and

They started from a rough, minimal role prompt (for example a reviewer or a marketplace bargaining reply) and ran it through Prompt Optimizer's web app to push a small model away f