Handing Every Engineer an AI Agent Without Shared Workflow Just Automates Disagreement
jonah_omninode · reddit · 2026-08-25
The author observes that teams all use AI tools, but everyone has a different workflow with no shared retrospectives, so one person's successful techniques never become organizational capability — you get faster individuals, not a more reliable system.
Building OmniNode, the author treats agent work as an engineering process: tasks start with explicit acceptance criteria; the agent's "done" report is only a claim checked by a separate verifier; recurring friction goes into a ledger, and once a failure class is stable and mechanically recognizable, they fix it and add a validator or gate so the system retains the lesson.
Most companies already have planning, review, testing, and retrospective processes — yet almost nobody applies that structure to agent workflows.
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