feed_sync > linkedin + x rate_limiter = reality_check() fallback: cached highlights LLMs · social science · playful evals concept graphs > trace("debates") remember: coffee++ multi_agent > negotiate codes > converge? link: likich.github.io/likich_site

feed.pull("linkedin") feed.pull("x_thread") snapshot.cache() render.cards() humans_in_loop = true qual_notes += "Lika" multi_agent > converge? concept_graph.trace() feed.sync() cache.refresh() cards.shuffle()

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