PENGO Workbench
Workbench / Issues / Context Leaks Between Tasks

Issue

Context Leaks Between Tasks

Context, assumptions, constraints, examples, files, or decisions from one task affect another task where they should not apply.

What This Looks Like

The AI uses information, assumptions, constraints, examples, files, style, or decisions from one task while working on another task where that context should not apply. The user may see unrelated requirements appear, old assumptions shape a new answer, or separate tasks become mixed together.

Why It Matters

Task boundaries matter. If context leaks across them, the AI can produce answers that look coherent but are governed by the wrong prior state. This can create privacy concerns, wrong outputs, unexpected formatting, incorrect assumptions, or workflow decisions based on unrelated material.

Structural Signal

Context from one bounded task crosses into another task without authorization. The issue is not that the AI remembered something useful; it is that memory, prior state, or task context propagated across a boundary where it should have been isolated.

Common Triggers

  • The system does not clearly separate task, project, file, or conversation boundaries
  • Prior instructions remain active after the user changes tasks
  • Memory or saved preferences are applied too broadly
  • Similar task names or files cause context to merge
  • The AI uses recent examples as if they govern the current task
  • A workspace, thread, or agent state carries assumptions into unrelated work

When to Use This Issue

Use this Issue when context from one task affects another task where it should not apply, especially when the user expected isolation between tasks, files, conversations, or workflows.

When Not to Use This Issue

Do not use this Issue when the user intentionally asks the AI to reuse prior context. Do not use it when the issue is simply that the AI forgot context. This Issue applies when context crosses a boundary it should not cross.

Category

Memory & Context

Primary Pattern

PAT-0140 — Boundary Leakage

Declared Patterns

Derived Primary Lenses

Derived Secondary Lenses

Related AI-Adjacent Issues

Search Intents

  • context leaks between tasks
  • AI uses context from another task
  • ChatGPT carries over wrong context
  • previous task affects new task
  • AI mixes separate tasks
  • context bleed between conversations