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Day 6: HuntKit Architecture Frozen ($0 LLM, 250+ Sites Ready)

3 hours planning, $0 LLM costs, 250+ sites scraped. Here's exactly how HuntKit works before I code it. (Today's article is not really structured like previous ones. This is my…

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January 13, 2026
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Day 7: Database Decisions & Running LLMs Locally

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…

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January 15, 2026
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Day 8 – Taking Back the Reins: Architecture vs. The Prompt

Architecture Today wasn't a great day. I went through error logs and more error logs... A Peak To My Error LogsThe Problem: When Sitemaps Bite BackThe Shift: Building a "Bare-Metal"…

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January 19, 2026
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Day 9: Scrapped 35 Companies (Brute Force) Tested Ok

Scrapped After yesterday, my today's goal was very simple. I wanted to create a simple working scraper that gets the data from web pages. Today's target: From Sitemaps, get career…

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January 20, 2026
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  • Day 9: Scrapped 35 Companies (Brute Force) Tested Ok
  • Day 8 – Taking Back the Reins: Architecture vs. The Prompt
  • Day 7: Database Decisions & Running LLMs Locally
  • Day 6: HuntKit Architecture Frozen ($0 LLM, 250+ Sites Ready)
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