About whether prompts to LLMs are becoming a new high-level programming language.
Has this happened?
Yes 39 (31%)Not sure 16 (13%)No 72 (57%)
Votes cast 1–2 October 2026: 100,590 votes from 9,694 people.
Hacker News has set AI a lot of challenges over the years. Which ones has it met?
About whether prompts to LLMs are becoming a new high-level programming language.
Votes cast 1–2 October 2026: 100,590 votes from 9,694 people.
The intermediate product argument is the strongest point in this thread. When we went from assembly to C, the debugging experience changed fundamentally. When we went from C to Java, how we thought about memory changed. With LLMs, I'm still debugging the same TypeScript and Python I was before.
The generation step changed. The maintenance step didn't. And most codebases spend 90% of their life in maintenance mode.
The real test of whether prompts become a "language" is whether they become versioned, reviewed artifacts that teams commit to repos. Right now they're closer to Slack messages than source files. Until prompt-to-binary is reliable enough that nobody reads the intermediate code, the analogy doesn't hold.