"Let us change our traditional attitude to the construction of programs. Instead of imagining that our main task is to instruct a computer what to do, let us concentrate rather on explaining to human beings what we want a computer to do"
About this Quote
The intent is surgical. Computers will execute nearly any precisely specified instruction; the scarce resource is not machine obedience but human comprehension over time. Knuth is writing against the default posture of code as an incantation: terse, optimized, and opaque. The subtext is that most bugs are social, not mechanical. They emerge from misread assumptions, undocumented decisions, and team members inheriting a logic they didn’t help form. “Explaining to human beings” is really about designing for future readers: colleagues, reviewers, your future self at 2 a.m., the maintainer who didn’t choose this architecture but must keep it alive.
Context matters: Knuth helped define computer science as a discipline and pioneered “literate programming,” treating code and prose as co-equal. This quote carries an era’s anxiety about software’s scale: as programs grew, so did the cost of misunderstanding. It also anticipates modern engineering realities - code review, open source, compliance, safety-critical systems - where readability is not aesthetic virtue but operational risk management. Knuth’s gentlest phrasing lands as a hard standard: if you can’t explain it, you don’t understand it well enough to ship it.
Quote Details
| Topic | Coding & Programming |
|---|---|
| Source | Help us find the source |
| Cite | Cite this Quote |
Citation Formats
APA Style (7th ed.)
Knuth, Donald. (n.d.). Let us change our traditional attitude to the construction of programs. Instead of imagining that our main task is to instruct a computer what to do, let us concentrate rather on explaining to human beings what we want a computer to do. FixQuotes. https://fixquotes.com/quotes/let-us-change-our-traditional-attitude-to-the-167342/
Chicago Style
Knuth, Donald. "Let us change our traditional attitude to the construction of programs. Instead of imagining that our main task is to instruct a computer what to do, let us concentrate rather on explaining to human beings what we want a computer to do." FixQuotes. Accessed February 2, 2026. https://fixquotes.com/quotes/let-us-change-our-traditional-attitude-to-the-167342/.
MLA Style (9th ed.)
"Let us change our traditional attitude to the construction of programs. Instead of imagining that our main task is to instruct a computer what to do, let us concentrate rather on explaining to human beings what we want a computer to do." FixQuotes, https://fixquotes.com/quotes/let-us-change-our-traditional-attitude-to-the-167342/. Accessed 2 Feb. 2026.








