Home Speakers Simon Willison Quote I can churn out code a hundred times faster. I don’t have the cognitive capacity to stay on top of 100 times the amount of code. So you still need a team of engineers, so you can load balance that cognitive capacity across the team.
Words found on the source page on Nov 6, 2026.
More from Simon Willison Blog Conceptual integrity and counting lines of code Aug 19, 2026
I can do way more work as a single engineer than I could without agents. Blog Conceptual integrity and counting lines of code Aug 19, 2026
It used to be that the discipline was enforced on you by the amount of time it took. Blog Conceptual integrity and counting lines of code Aug 19, 2026
That’s exactly the problem with coding agents and software: it’s very easy to keep adding new rooms, because the cost of adding those rooms is so much cheaper. Blog 2025: The year in LLMs Dec 31, 2025
A prompt injection attack against a browsing agent that can exfiltrate or modify that data is a terrifying prospect. Blog 2025: The year in LLMs Dec 31, 2025
But if you define agents as LLM systems that can perform useful work via tool calls over multiple steps then agents are here and they are proving to be extraordinarily useful. Blog 2025: The year in LLMs Dec 31, 2025
Claude Code and friends have conclusively demonstrated that developers will embrace LLMs on the command line, given powerful enough models and the right harness. Blog 2025: The year in LLMs Dec 31, 2025
I think that’s a waste of a great term, especially since it’s becoming clear likely that most programming will involve some level of AI-assistance in the near future. Blog 2025: The year in LLMs Dec 31, 2025
The most impactful event of 2025 happened in February, with the quiet release of Claude Code. Blog 2025: The year in LLMs Dec 31, 2025
The reason I think MCP may be a one-year wonder is the stratospheric growth of coding agents. Blog 2025: The year in LLMs Dec 31, 2025
This turns out to be the big unlock: the latest coding agents against the ~November 2025 frontier models are remarkably effective if you can give them an existing test suite to work against.
On the same topics Blog Thinking in Systems, Shipping in Loops Sep 24, 2026
AI has removed the typing from software engineering & left the system design. Blog Thinking in Systems, Shipping in Loops Sep 24, 2026
The craft of fitting code together by hand is over; what remains is designing the loop that decides whether the output is right. Blog Thinking in Systems, Shipping in Loops Sep 24, 2026
This is the new software engineering: designing the systems that let AI write code correctly at scale. Blog Frontier Overhangs Sep 21, 2026
What this means is that model performance isn’t the only thing that matters: the integration between model and harness is where true agent differentiation is found. Blog The Overhang Sep 18, 2026
In fact, the new GPT-6 Astra and Fable 5.1 are already enough for transformative impact in large sections of the economy and they can reliably do weeks worth of human work when properly guided and harnessed. Blog The Overhang Sep 18, 2026
Making great things with AI means knowing which AI outputs to keep, which to discard, and which to use as raw material for something the AI would never have generated on its own. About this quote 
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