ECO-CMP-PY-011¶
Name: Repeated JSON serialization cycles
Category: CMP
Family: PY
Primary layer: code
System layers: code
Description¶
Serializing/deserializing repeatedly wastes CPU and increases latency.
Impact¶
- confidence: 0.65
- notes: Often appears in middleware layers.
- type: cpu
Detection¶
- languages:
- python
- method: hybrid
Remediation¶
- guidance: Avoid unnecessary encode/decode; serialize once at boundaries.
- tradeoffs: May require interface changes.
Pattern examples¶
No pattern examples provided.
Remediation examples¶
No remediation examples provided.