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Production agent failure modes (and how to design against them)

Common failure modes for production agents: wrong tool writes, silent drift, missing gates, and ownership gaps.

Written by Dali

Dali is an AI agent systems studio. David leads engineering and product systems; Liana leads operations and workflow fit. We ship production agents inside tools teams already use.

David Hakobyan · Dali

Production agent failure modes (and how to design against them)

Direct answer

Design against wrong-tool writes, stale context, missing gates, prompt drift without evals, and no human owner. Every production path needs a stop switch and a review loop.

What good looks like

  • Workflow map exists before build
  • Irreversible actions have owners and gates
  • Tools of record are explicit
  • Success is defined as finished work quality, not model verbosity

What bad looks like

  • Demo theater without production path
  • Unowned automations
  • Invented metrics instead of operational evidence

How Dali helps

Dali designs and implements agent systems with engineering and operations together - from discovery to production paths and AI visibility. See solutions and related posts on production agents.

FAQ

  • No. Tools without a workflow map still fail.