VS Code is the new punch card
The article discusses the evolution of programming and the impact of AI on the field. It compares the current state of coding with historical methods, emphasizing that while tools have changed, the essence of software engineering remains. The author argues that the rise of AI should not diminish the importance of foundational programming knowledge.
- ▪Programming has evolved from manual methods like punch cards to modern text editors and AI tools.
- ▪The transition from low-level programming to higher-level abstractions has been gradual and significant.
- ▪The rise of AI in coding does not eliminate the need for understanding fundamental programming concepts.
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Story provenance
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Record
| Original publisher | Akitaonrails |
| Canonical URL | https://akitaonrails.com/en/2026/04/11/vs-code-is-the-new-punch-card/ |
| Publication time | Sat, 30 May 2026 15:13:36 +0000 |
| Retrieval time | 2026-05-30T15:29:38.710Z |
| Last seen | 2026-05-30T15:29:38.710Z |
| 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 | 0rzhgniGefl8 |
| 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
VS Code Is the New Punch CardPT | EN.lang-toggle-link{text-decoration:none;color:#6b7280;font-weight:500}.lang-toggle-link:hover{color:#3b82f6}.lang-toggle-active{color:#1f2937;font-weight:700;border-bottom:1px solid}.dark .lang-toggle-active{color:#f3f4f6}April 11, 2026 · 💬 Join the DiscussionIf you're lazy, click here for the TL;DREvery time someone asks whether juniors are going to stop learning how to program because LLMs can write code for them, I have the same reaction: you’re asking the wrong question.You’re confusing code input with software engineering.Those are not the same thing. They never were.There was a time when programming meant knowing how to convert numbers into binary in your head and jam instructions straight into memory addresses, bit by bit, by hand.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Akitaonrails.