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Profiling web-edit with Python 3.15: flame graphs and source heatmaps

Simon Willison ()2 · 1 read
AI summary · grok-4.7-buildSummaries by Vani AI

Simon Willison profiles the web-edit app using Python 3.15 flame graphs and source heatmaps.

Simon Willison tested Python 3.15's profiler on his web-edit application from PyPI. He asked GPT-6 Astra Extra High in Codex to research the app and produce flame-graph and source-heatmap demos. The post shows the resulting visualizations and tags the work as profiling, Python, and Codex.

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From the original article

Research: Profiling web-edit with Python 3. 15: flame graphs and source heatmaps I put the new Python 3. 15 profiler through its paces by having GPT-6 Astra Extra High in Codex run it against my new web-edit app : I need a Python 3.

Simon Willison

simonwillison.net

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