Simon Willison’s Weblog

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182 posts tagged “coding-agents”

Systems where an LLM writes code which is then compiled, executed, tested or otherwise exercised by tools in a loop.

2023

Weeknotes: Miscellaneous research into Rye, ChatGPT Code Interpreter and openai-to-sqlite

I gave myself some time off stressing about my core responsibilities this week after PyCon, which meant allowing myself to be distracted by some miscellaneous research projects.

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5:12 am / 1st May 2023 / projects, weeknotes, prompt-injection, chatgpt, rye, code-interpreter, coding-agents

Running Python micro-benchmarks using the ChatGPT Code Interpreter alpha

Visit Running Python micro-benchmarks using the ChatGPT Code Interpreter alpha

Today I wanted to understand the performance difference between two Python implementations of a mechanism to detect changes to a SQLite database schema. I rendered the difference between the two as this chart:

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1:14 am / 12th April 2023 / python, sqlite, ai, prompt-engineering, generative-ai, chatgpt, llms, ai-assisted-programming, code-interpreter, coding-agents

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