AI Agents for Osint/Sigint

AI Agents for Osint/Sigint uses Layout Memoization to reduce context engineering costs. The system spins up a browser instance and extracts structured or tabular data from the open web without dumping raw HTML into the context window.

Instead, it employs a continual learning browser harness (currently read-only) that maintains learned layouts, enabling efficient data extraction at the cost of a vector search. An early prototype is available for testing.