With HR departments using AI to screen candidates, a 'brag book' serves a new purpose beyond performance reviews. It becomes a critical repository of the quantifiable wins, keywords, and specific accomplishments needed to optimize a resume for automated hiring systems.

Instead of treating a resume as a list of facts, frame interviews around the story it tells. Ask "why" behind each job change and project choice to understand the candidate's motivations, self-awareness, and decision-making process. This reveals far more than a list of skills and accomplishments.

To get hired in a competitive market, stop spamming resumes. Instead, consistently create and publish content on platforms like LinkedIn that showcases your expertise, knowledge, and passion for your craft. This demonstrates value and attracts opportunities, making you a magnet for recruiters rather than just another applicant.

Instead of editing a single resume for each job, create a master 'bullet vault.' This is a comprehensive document with numerous accomplishment-based bullets covering all core PM skill areas. For each application, you can then quickly select and stack-rank the most relevant points.

Instead of focusing on ATS optimization, a resume should be a narrative that answers: 1) Where do you work? 2) What's the product? 3) Why were you hired (to solve a problem or realize an opportunity)? and 4) What did you achieve? This framework provides the context hiring managers actually need.

When hiring for creative roles like AI Product Manager, the resume itself is evaluated as a product. A generic, plain-text resume signals a lack of creativity and product taste. The design, clarity, and cohesive narrative it tells are direct demonstrations of the candidate's core skills.

A non-linear career path is a source of unique solutions, not a disadvantage. Reframe your varied past by translating skills into the new context. For example, a musician's "tour logistics" becomes a marketer's "launch planning," showcasing transferable expertise.

Your personal brand should transcend your current job title. Identify recurring themes in your career and articulate them as core "I am" statements (e.g., "I love to build things from the ground up"). These statements should be true for you across different companies and roles, forming an authentic and enduring brand.

To generate rich, authentic resume content, first use an AI transcription tool to record spoken answers to detailed career questions. This 'brain dump' captures nuances and forgotten achievements that can then be fed to an AI to structure into impactful resume bullets.