A husband created an AI job search tool for his wife. She got the job and he got the open source job - How did it happen? All details

A developer has turned his wife’s long-term job search into an open-source artificial intelligence (AI) project, creating a tool designed to simplify the process of finding vacancies, preparing applications and tracking their progress.

The developer, who posts on Reddit under the username u/aientech, said his wife, a junior software engineer, had been trying to find work for nearly 10 months. With multiple job portals to navigate and resumes tailored to each vacancy, the application process took a considerable amount of time.

He created an app called Dossier that brings these tasks together. After his wife got a job using the tool, he created an open-source project for other job seekers to use.

The story was brought to X’s attention by entrepreneur Vaibhav Sisinty, highlighting how AI tools are being used to solve practical problems in the workplace.

What is Dossier and how does it work?

Documentation is a self-service job search application that brings job search, application document preparation and application tracking into one interface.

According to its GitHub repository, the tool can search for jobs through services like JSearch and Adzuna, including those coming from platforms like LinkedIn and Indeed. Users can also enter a job description directly into the application.

Once a suitable vacancy is identified, Dossier will use the information in the candidate’s profile to prepare a tailored CV, cover letter and application email. Documents can be refined through the chat interface and downloaded as PDF files.

The app also offers 12 resume themes and a dashboard that tracks applications from the design stage to an offer.

The developer designed the tool to use the information provided in a candidate’s profile, rather than inventing experience or qualifications. If the job description calls for skills that are missing from the profile, the app is designed to point the gap instead of inventing credentials.

Dossier also includes an optional job agent who can conduct daily searches, assess new offers based on candidate profile and prepare application drafts for review. It does not automatically submit applications.

Why the developer created an open source tool

The motivation behind the document was a problem many job seekers were familiar with: applying for multiple roles can require significant repetitive work, even before a candidate gets to the interview stage.

The developer said his wife had struggled to find work for nearly 10 months. Matching her resume to each vacancy took time, prompting him to create a tool that could speed up the process.

After she secured the job, he decided to make the app available to others facing similar difficulties.

The project is available on GitHub under the GNU Affero General Public License, an open-source license that allows users to use, modify, and share the software according to its terms.

Can job seekers keep their data private?

Dossier’s self-service design is another feature that sets it apart from a workflow built solely on third-party online services.

The application can run on the user’s own computer or server and supports local AI models through tools such as Ollama and LM Studio. It can also connect to hosted AI providers, including OpenAI, Anthropic, and Mistral compatible services.

Using the local model can help users maintain their career profiles and application documents on their own hardware. However, choosing a hosted AI provider means that certain information must be sent to that provider for processing, as the project documentation explains.

For job seekers, this distinction is important because resumes and application documents may contain personal contact information, employment history, education, and other sensitive information.

Self-hosting also requires technical setup and maintenance, so the privacy benefits can add complexity for users who aren’t comfortable managing the software themselves.

The Internet Responds: “You Don’t Need a Special App for That”

The project has sparked a range of reactions online, with some users praising the initiative and others suggesting that similar workflows could be created using existing AI assistants.

One user commented, “Dude, I just made some cowork routines and skills out of this. It’s not hard.”

Another user wrote: “You don’t need a specialized app to do this, any LLM can do it easily.

“I did something similar using chatgpt agents, simpler and easier. No code needed, just a prompt,” commented a third user.

Others welcomed the initiative, especially from the perspective of people entering the tech industry.

A fourth commented: “As a junior engineer myself, it’s pretty dope!”

A fifth user wrote: “Doing Lords work” and praised the developer for making the tool available to other job seekers.