Observability & Evaluation · Software component

Output Edit Recorder

Software componentObservability & EvaluationObservability & Evaluationarc:OutputEditRecorder

A telemetry component that records user edits, rewrites, parameter adjustments and copy-paste refinements of agent outputs as before-and-after pairs and detects substantial edits.

Responsibility. Captures user modifications of agent outputs as correction pairs.

Also known as: Edit sequence capture

Direct neighbourhood (hover for relationship types)

Relationships

triggers dynamic

Feedback Collector abstract Ch10.5

produces lifecycle

Output Correction Dataset Ch10.5

Quantitative guidance

As stated by the sources; verify before use.

Example: users repeatedly modifying the same 12 lines of a 50-line generated snippet signals a systematic gap (Ch10.5).

Classification

Patterns: Implicit correction miningEdit-triggered feedback prompt
Quality attributes: Maintainability (ISO/IEC 25010)
Risks mitigated: Explicit labeling burdenUndetected systematic output gaps

Sources

Ch10.5: T. Nguyen, "Human-over-the-Loop," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.5. ISBN: 9798244538229.