Today was all about making pragmatic technical decisions and getting my hands dirty with local LLMs. Two major milestones: finalizing my database choice and successfully running a local model for data ...

A single server setup is where everything runs on one machine—your web application, database, cache, and all business logic.

Going to the database repeatedly is slow and operations-heavy. Caching stores recent/frequent data in a faster layer (memory) ...

This is the summarization of my day 5 research. (I gave my rough research to AI for summarization.) Job aggregators like Indeed and LinkedIn actively prohibit ...

No code written yet—spent the hour planning HuntKit‘s architecture. And honestly? I almost made a huge mistake.

Day 4 done. No code today, just research. Honestly felt like I did less work than previous days, but research is work. Started with: “What’s already out there?” ...