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Feldera / Hacker News (48pts, 21 comments)

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2026-04-26

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2026-04-26 / HACKER NEWSFeldera: Agents Aren't Coworkers — Embed Them via CDC, CLI Interfaces, and Kubernetes-Style Reconciliation LoopsFeldera argues the 'agent as coworker' metaphor produces chatty, supervisory systems that require constant attention. Proposes three embedding patterns: CLI interfaces (reduce token consumption), declarative specifications (state outcomes not procedures), and reconciliation loops (continuous convergence like Kubernetes). Their fraud detection example uses Change Data Capture to stream events to agents rather than polling tables — making agents reactive, invisible infrastructure. References Mark Weiser's calm technology: 'The most profound technologies are those that disappear.'

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