hugodutka

Cloning a template is IO-heavy. You can speed it up further by putting postgres on a ramdisk.

I haven't used claude-task-master before, but based on the README, it looks like it's an AI agent that integrates well with IDEs. In contrast, AgentAPI lets you control other agents - like Claude Code or OpenAI Codex - using HTTP calls instead of typing commands into the terminal. For example, you could use AgentAPI to control Claude Code from a custom frontend, such as a native desktop application.

PyMuPDF, a PDF library for Python.

I think so. I'd normalize the text first: lowercase it and remove all non-alphanumeric characters. E.g for the phrase "What now?" I'd create these trigrams: wha, hat, atn, tno, now.