Learning Programming in an Age of LLMs
A reader recently wrote me a long letter with lots of questions about learning programming in this age of LLMs. After a bit of back-and-forth, I got permission to quote extensively from the letter in order to attempt some answers in public. None of my answers I consider particularly rigorous; the situation is so uncertain that I can only answer to the best of my abilities, but I don't claim them to hold any kind of immutable truth.
- ▪A reader recently wrote me a long letter with lots of questions about learning programming in this age of LLMs.
- ▪After a bit of back-and-forth, I got permission to quote extensively from the letter in order to attempt some answers in public.
- ▪None of my answers I consider particularly rigorous; the situation is so uncertain that I can only answer to the best of my abilities, but I don't claim them to hold any kind of immutable truth.
2 outlets in our directory ran this story, first to last over 34 hours. All of the coverage we found sits in one bucket: centre. That one-sidedness is itself worth noticing.
- ▪ Hands-On Learning in the Age of AI — Hacker News (AI / LLM)
Hacker News (Front Page) files mainly under programming. We currently carry 1,707 of its stories. Top-voted stories on Hacker News.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Ploeh |
| Canonical URL | https://blog.ploeh.dk/2026/09/16/on-learning-programming-in-an-age-of-llms/ |
| Publication time | Wed, 16 Sep 2026 09:12:34 +0000 |
| Retrieval time | 2026-09-16T09:58:41.434Z |
| Last seen | 2026-09-16T09:58:41.434Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | 8evC2GJ0lalm · 2 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Open answers to a reader's letter. A reader recently wrote me a long letter with lots of questions about learning programming in this age of LLMs. After a bit of back-and-forth, I got permission to quote extensively from the letter in order to attempt some answers in public. None of my answers I consider particularly rigorous; the situation is so uncertain that I can only answer to the best of my abilities, but I don't claim them to hold any kind of immutable truth. "I'm trying to understand how people who deeply understand software think about learning and competence in the age of AI. I'm approaching it almost as a historian would: asking people directly how they make sense of a technological transition while actually living through it.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Ploeh.
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