Sources
Simon Willison

Simon Willison

High-signal independent author. Prefer posts with implementation detail or practical product insight.

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Experimenting with Starlette 1.0 with Claude skills
Simon Willison

Experimenting with Starlette 1.0 with Claude skills

ai

Mar 22, 2026

Starlette 1.0 is out! This is a really big deal. I think Starlette may be the Python framework with the most usage compared to its relatively low brand recognition because …

Perhaps not Boring Technology after all
Simon Willison

Perhaps not Boring Technology after all

technology

Mar 9, 2026

A recurring concern I’ve seen regarding LLMs for programming is that they will push our technology choices towards the tools that are best represented in their training data, making it …

GPT-5.4 mini and GPT-5.4 nano, which can describe 76,000 photos for $52
Simon Willison

GPT-5.4 mini and GPT-5.4 nano, which can describe 76,000 photos for $52

ai

Mar 17, 2026

OpenAI today: Introducing GPT‑5.4 mini and nano. These models join GPT-5.4 which was released two weeks ago. OpenAI’s self-reported benchmarks show the new 5.4-nano out-performing their previous GPT-5 mini model …

Thoughts on OpenAI acquiring Astral and uv/ruff/ty
Simon Willison

Thoughts on OpenAI acquiring Astral and uv/ruff/ty

ai

Mar 19, 2026

The big news this morning: Astral to join OpenAI (on the Astral blog) and OpenAI to acquire Astral (the OpenAI announcement). Astral are the company behind uv, ruff, and ty—three …

Writing about Agentic Engineering Patterns
Simon Willison

Writing about Agentic Engineering Patterns

ai

Feb 23, 2026

I’ve started a new project to collect and document Agentic Engineering Patterns—coding practices and patterns to help get the best results out of this new era of coding agent development …

Can coding agents relicense open source through a “clean room” implementation of code?
Simon Willison

Can coding agents relicense open source through a “clean room” implementation of code?

ai

Mar 5, 2026

Over the past few months it’s become clear that coding agents are extraordinarily good at building a weird version of a “clean room” implementation of code. The most famous version …

Profiling Hacker News users based on their comments
Simon Willison

Profiling Hacker News users based on their comments

ai

Mar 21, 2026

Here’s a mildly dystopian prompt I’ve been experimenting with recently: “Profile this user”, accompanied by a copy of their last 1,000 comments on Hacker News. Obtaining those comments is easy. …

Something is afoot in the land of Qwen
Simon Willison

Something is afoot in the land of Qwen

ai

Mar 4, 2026

I’m behind on writing about Qwen 3.5, a truly remarkable family of open weight models released by Alibaba’s Qwen team over the past few weeks. I’m hoping that the 3.5 …

I vibe coded my dream macOS presentation app
Simon Willison

I vibe coded my dream macOS presentation app

ai

Feb 25, 2026

I gave a talk this weekend at Social Science FOO Camp in Mountain View. The event was a classic unconference format where anyone could present a talk without needing to …

What to build with LLMs
Simon Willison
8 min read

What to build with LLMs

AI

Mar 11, 2024

Practical guidance on where LLM products deliver value, with an emphasis on useful constraints and user experience.