Vibe Check: Claude's New Agents Are Confusing as Hell—And We Love Them
Katie Parrott is a writer and content strategist. She examines how technology is changing work in her monthly column, Working Overtime. We spawned AI agents like crazy. Then we tried to work with them. July 31, 2025 Was this newsletter forwarded to you? Sign up to get it in your inbox. We’d started last Thursday with an impromptu Demo Day, sharing our hackathon projects for Every subscribers, and finished it at a ping-pong rave in the cellar of a refurbished barn. Then came the tweet heard ’round the offsite: As car after car made its way back to the house in upstate New York, almost every person walked through the door and beelined for their machines, ready to see if Anthropic had, to put it in the terms of the week, “made it slap.” Which is how Kieran Klaassen (general manager of Cora) and Danny Aziz (general manager of Spiral) ended up at the dining room table around midnight, Kieran's Limitless pendant recording everything for posterity, telling the agents inside Claude Code what t
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