Academia is full of hidden “bugs” unwritten rules, cryptic feedback, and conceptual dead‑ends. This Medium piece argues that treating research like code detect the error, form a hypothesis, iterate fixes, and use tools to accelerate the loop gives junior scholars a practical roadmap for turning messy ideas into publishable work.