Trace Python Memory Allocation Hotspots Before Leaks And Spikes Reach Production With Memray
ASecurity
Lets an agent record Python allocation traces and inspect the biggest allocators, retained objects, and leak paths before memory growth turns into a production incident.
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---
name: "Trace Python memory allocation hotspots before leaks and spikes reach production with Memray"
slug: "trace-python-memory-allocation-hotspots-before-leaks-and-spikes-reach-production-with-memray"
description: "Lets an agent record Python allocation traces and inspect the biggest allocators, retained objects, and leak paths before memory growth turns into a production incident."
github_stars: 14986
verification: "listed"
source: "https://github.com/bloomberg/memray"
author: "Bloomberg"
publisher_type: "organization"
category: "Monitoring & Alerts"
framework: "Multi-Framework"
tool_ecosystem:
github_repo: "bloomberg/memray"
github_stars: 14986
npm_package: "memray"
npm_weekly_downloads: 16282665
---
# Trace Python memory allocation hotspots before leaks and spikes reach production with Memray
Lets an agent record Python allocation traces and inspect the biggest allocators, retained objects, and leak paths before memory growth turns into a production incident.
## Prerequisites
Python, pip or uv, memray CLI
## Installation
No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.
- Source: https://github.com/bloomberg/memray
## Documentation
- https://bloomberg.github.io/memray/
## Source
- [Agent Skill Exchange](https://agentskillexchange.com/skills/trace-python-memory-allocation-hotspots-before-leaks-and-spikes-reach-production-with-memray/)
