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  1. Show HN: 10x token savings for AI Web Scraping (makralabs.org)

    I have been working on this problem for 6 months. Makra brings down the cost of web scraping by quite a lot, using novel memory and layout caching mechanisms. Currently it's web scraping, but the same can be applied…

    1 points 0
  2. Show HN: AI Agents for Osint/Sigint (makralabs.org)

    The goal was to bring down the cost at the context eng. level. We do it with Layout Memoization. Instead of dumping HTML into the context window, we have built a continual learning browser harness (read only for now).…

    1 points 2