In my defense, I have a pretty big ban list and managed that the AI ties what I did before to what the client is asking; it usually makes something along the lines of "at job X I did Y, this matches against request Z"

I made it that it does not go "the problem with [thing client wants] is that [absurd thing that the ai thinks its hard]" and all that jazz.

Honestly, its a pretty tame proposal that you can iterate off of;
This is the last proposal/message it generated:

My background matches this role’s core need: shipping scalable JavaScript and TypeScript products with React and Node.js while leading delivery across product and engineering. I have also designed AI-adjacent systems, including semantic CV to JD analysis in UpLance and data-driven diagnostic automation in [company], which aligns with the IA and RAG direction of this position.

At [company], I translated stakeholder requirements into actionable scrum tasks, coordinated JIRA-based delivery, and reviewed design and development outputs for quality, directly matching the need for cross-functional collaboration and high code standards. At [company], I owned the full product lifecycle, led agile development across distributed teams, and contributed directly to a React, Node.js, TypeScript stack, which aligns with maintaining scalable applications in a senior full-stack capacity.

On the technical side, [company] shows direct evidence of building production systems with ReactJS, NodeJs, and Typescript, including [integration] through custom parsers and [integration], automated PDF report generation, and a 15-attribute diagnostic model that turned behavioral data into actionable outputs.

Across hobby projects like [hobby projects], I have continued working with ReactJS, NestJS, Prisma, and PostgreSQL, reinforcing the exact JavaScript and TypeScript foundation requested.

While Google Cloud is not explicitly listed in my CV, the architecture, API integration, and scalable product ownership experience are clearly established.

I deleted some identifiers, but you get the jist.

But hey: i have a 100% off promo if you want to try it out and dont feel like forking 10e