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Benchling brings goal-driven AI agent teams to the lab with Science Foundries - R&D World

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The Agents tab of an antibody discovery Foundry in Benchling lists five agents: coordinator, design, cloning and sourcing, lab planning and data, and analysis and learning. Each agent runs on a daily schedule or is triggered by an event. A timeline below shows their activity over the past day, including work around midnight. Credit: Image courtesy of Benchling

Not long ago, a running joke took hold among software engineers and aspiring “vibe coders.” The bit was to hand an AI model a monumentally complex, multi-month task, building a full Slack clone from scratch, recreating a game like GTA, or even designing and training its own successor on a laptop, and demand it do the whole thing in a single shot. To seal the deal, prompts would end with a three-word incantation: “Make no mistakes.”

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