Developers waste time re-explaining their codebase context to AI assistants in each session. An agent that maintains persistent memory of the project could provide more consistent help.
Build a coding assistant that indexes and remembers project-specific patterns, conventions, and architecture. It would integrate with standard developer tools and IDEs.
Engineering teams would pay for more efficient AI pair programmers that don't need constant reorientation.
Start with a simple CLI tool that builds a project knowledge graph from git history and comments.
The biggest risk is existing coding assistants quickly copying this feature.