PENGO Workbench
Workbench / Categories / Loops & Resolution

Category

Loops & Resolution

Work that cycles, waits, retries, or never settles.

Primary Issues

Loops & Resolution

Agent Never Settles on Final Answer

The agent keeps revising, rechecking, planning, or branching instead of converging on a final answer or completed result.

Loops & Resolution

Parallel Reviews Never Agree

Parallel AI, human, workflow, or tool reviews keep producing different results without resolving into a shared decision state.

Loops & Resolution

Merge Step Leaves Unresolved Differences

A merge, reconciliation, or consolidation step combines outputs or reviews but leaves important differences unresolved.

Loops & Resolution

Cannot Identify Authoritative State

The user or workflow cannot tell which state, version, review result, decision, source, or output is currently authoritative.

Loops & Resolution

Workflow Loops Through Review Without Resolution

A workflow repeatedly sends work through review, repair, or escalation without reaching an approved, rejected, or otherwise resolved state.

Loops & Resolution

Agent Cannot Choose Tool Without Tool Result

The agent needs a tool result to choose the right tool, but cannot obtain that result without choosing a tool first.

Loops & Resolution

Approval Depends on Output That Needs Approval

A required approval depends on an AI output or workflow result that itself cannot be produced or trusted until approval is granted.

Loops & Resolution

Workflow Waits on Step That Waits Back

A workflow step waits for another step that also waits on the first step, creating a blocking loop.

Loops & Resolution

Policy Decision Depends on Itself

A policy decision requires the outcome of the same policy decision before it can be made.

Loops & Resolution

Schema Reference Loops Without Base Case

A schema, field, type, object, or structured reference points through a loop without a base case that allows validation or interpretation to resolve.

Loops & Resolution

Routing Path Cycles Back to Start

A routing path sends the case back to the starting point or an earlier step without resolving the condition that caused the route.