Match the role to your evidence.
AI compares a posting with your career knowledge, shows which requirements you can support, flags gaps, and suggests questions to ask the recruiter.
Self-hosted today. Hosted service in development.
Fight AI
with AI!
Use AI to turn your real experience into stronger applications. Check job fit, tailor resumes and cover letters, and practise interviews with a coach that works from your career history.
Your experience powers the AI. You choose the context, the model, and which suggestions to use.
AI throughout your job search
Know your fit. Find your words.
Be ready for the interview.
Stop writing from a blank page.
Get help tailoring resumes, drafting cover letters, improving weak bullets, and answering application questions. Review proposed edits before accepting them.
Go in with your stories ready.
Build an interview preparation plan, rehearse typed or spoken answers, and get feedback. Use your own experience to sharpen the story you want to tell.
An AI with your work in context.
Talk through your next move, turn accomplishments into interview stories, and draft recruiter replies. Bring selected facts, documents, and applications into the conversation.
Screenshots from the current All That Work development app. All people, employers, and assessments shown are fictional demo examples.
You choose the model and the context
Your experience.
Your AI advantage.
Your career knowledge gives the AI something specific to work with: what you did, what changed, and what matters in your next role. Curate it once and use it across fit checks, applications, coaching, and interview preparation.
Connect a supported AI provider or compatible endpoint, including local models. Control which facts and stories reach the AI, how much context it receives, and its reasoning effort and time limits.
Read what the fork addsFounded by AI. Alex Iordanescu, that is.
Built from
a real job search.
Alex Iordanescu Founder & maintainer
I use All That Work in my own job search. I maintain this independent fork to keep career knowledge useful across documents, applications, and interviews, with more control over AI context and limits.
The self-hosted application is actively developed and used today. I’m developing a paid hosted service for people who want the workspace without running their own infrastructure. Public signups aren’t open yet, and pricing is still being developed.
Follow the work as it grows
The project is open.
Explore the code, self-host the workspace, or get in touch about the hosted service.