AI Agents for Osint/Sigint vs Trelk

Memoize page layouts so extraction cost falls as usage grows. Public beta is open.

Your personal knowledge base. Save articles, papers, and notes. AI connects your ideas. Remember what matters.

About AI Agents for Osint/Sigint

Memoize page layouts so extraction cost falls as usage grows. Public beta is open. This consists of claws, browser/computer-use, and agentic crawlers, and scrapers. These have made it easier to retrieve data, but the cost has stayed the same. It's an work-in-progress implementation for a continual learning harness focusing on Browser-use. Lower cost at scale: as layouts are memoized, cost comes down to a vector query. Your agentic loop only has to deal with the DOM nodes it's concerned with: More signal, less noise.

About Trelk

Your personal knowledge base. Save articles, papers, and notes. AI connects your ideas. Remember what matters. AI generates summaries, extracts tags, classifies content, and discovers connections to your existing library. A force-directed knowledge graph reveals how every item connects. Trelk ships with open-source AI models from Hugging Face that run entirely on your device. Supports 100+ languages, excels at summarization, classification, and tag extraction. Track your retention rate, accuracy trends, and topic performance over time.