Production code by Claude requires higher standards than human-written code.
“At Anthropic, we have many guardrails in place to make sure this is happening.”
ai-assisted-programming
11 tracked signals on ai-assisted-programming.
Linus Torvalds used AI as a debug assistant on Linux kernel code, crediting it with commit message authorship.
“And this was a debug session from hell, enormously helped by an AI doing much of the grunt-work.”
AI wrote and refined 1M LOC to produce software now running on millions of machines
“If you can build a verification system and give proper direction, AI can produce a highly complex, highly sophisticated piece of software and it can continue to refine it until it just works.”
AI-assisted development is creating codebases no human engineer understands
“Neither of you has any idea whether any of it is true but Claude seems very confident.”
In 2025 the economics of code production inverted, making code effectively free, instant, and disposable.
“the economics of code production were turned upside down”
Release of commit-rewriter 0.1 to edit commit messages.
Coding agents make reverse-engineering home devices economically viable by slashing effort and maintenance anxiety
“Coding agents change that equation entirely. The effort to get a simple automation working has dropped, as has the cost of trying and failing to get it to work.”
LLMs have made open source's promise of user-modifiable software practically feasible for the first time
“I think LLMs have changed that equation in a way that makes the original dream much more feasible.”
Simon Willison used Claude Code (Opus 4.8) and Codex (GPT-5.5) to convert MDN's browser-compat-data into a CDN-hosted SQLite database.
“I decided to try converting their comprehensive mdn/browser-compat-data repository full of browser compatibility data into a SQLite database.”
Datasette 1.0a33 extends the ?_extra= API pattern to queries and rows on the road to 1.0.
“Because API explorer tools are almost free to build now”
Simon Willison prototyped a Pasted File Editor tool replicating claude.ai's large-paste-to-file-attachment behavior using Codex.
“I really like how you can paste a large volume of text into claude.ai (or the Claude desktop/mobile apps) and it will detect it as a large paste and turn it into a file attachment instead.”