Path: csiph.com!fu-berlin.de!uni-berlin.de!not-for-mail From: ram@zedat.fu-berlin.de (Stefan Ram) Newsgroups: comp.programming Subject: Programming in the age of AI Date: 22 Jul 2026 11:58:03 GMT Organization: Stefan Ram Lines: 78 Expires: 1 Jun 2027 11:59:58 GMT Message-ID: Mime-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit X-Trace: news.uni-berlin.de 8RHGwiwVvcNhzyuVWVmo8gQ+e+EGOYbB9R3p1iq9jKClQN Cancel-Lock: sha1:07j7PuyGNlQKcMl4PEVVv3JsX34= sha256:ffd0ytHTRoNNlynbG1PNHGw5ekLr2hx29cWW1Zjx8Es= X-Copyright: (C) Copyright 2026 Stefan Ram. All rights reserved. Distribution through any means other than regular usenet channels is forbidden. It is forbidden to publish this article in the Web, to change URIs of this article into links, and to transfer the body without this notice, but quotations of parts in other Usenet posts are allowed. X-No-Archive: Yes Archive: no X-No-Archive-Readme: "X-No-Archive" is set, because this prevents some services to mirror the article in the web. But the article may be kept on a Usenet archive server with only NNTP access. X-No-Html: yes Content-Language: en Xref: csiph.com comp.programming:16913 | The industry pitch was that AI would democratize coding so anyone | could build an app with simple text prompts. The reality is that | AI hasn't reduced the cognitive load of engineering; it has shifted | the nature of the labor entirely. | | It didn't remove the difficulty; it just traded one set of problems | for another. | | The Trade-Off: How the "Difficult" Shifted | | [Old Difficulty] [New Difficulty] | | Writing syntax, fixing typos —> System architecture, auditing code | | Stuck on a missing semicolon —> Stuck on subtle algorithmic | hallucinations | | "How do I write this loop?" —> "Is this AI-generated solution | secure?" | | 1. From "Writing" to "Code Auditing" | | The old frustration was authoring code - hunting down a missing | bracket, memorizing language syntax, or fighting with compilers. | AI has largely automated that mechanical work. | | The new frustration is code auditing. It is mentally exhausting to | read, verify, and debug thousands of lines of code that you did not | write. Reading code is inherently harder than writing it, and | developers now spend their days playing detective against a highly | confident, occasionally incompetent AI assistant. | | 2. From "Google Search" to "Context Management" | | In the past, the skill was knowing what to type into Google or Stack | Overflow to find a modular fix. | | Today, the skill is context engineering. You have to carefully feed | the AI the right snippets of your codebase, explain the system | architecture, and write complex multi-step prompts. If you give the AI | bad context, it spits out beautiful, syntactically perfect code that | completely breaks your existing database or API structure. | | 3. The Illusion of Progress (The 80/20 Trap) | | AI is incredible at getting a project to 80% completion in record | time. It can spin up boilers, basic landing pages, and standard | functions in seconds. | | But the final 20% - handling edge cases, optimizing performance, | securing data, and fixing race conditions - is where real software | engineering happens. AI often struggles heavily here. Because the AI | built the first 80% like a black box, fixing that final 20% can | actually be harder because you don't intimately understand the | foundation. | | The New Developer Skillset | | Because the difficulty has changed, the definition of a "good | programmer" is evolving: | | Architectural Literacy You don't need to memorize how to write a | sorting algorithm, but you must know how systems connect, scale, and | fail. | | Skepticism as a Virtue Blindly trusting AI output leads to | catastrophic security flaws and technical debt. Code review skills | are now more important than typing speed. | | Deconstruction Breaking a massive human problem into tiny, logical | steps that an AI can actually handle without hallucinating. | | AI turned programmers from bricklayers into construction site | managers. You aren't laying every brick by hand anymore, but you are | entirely responsible for making sure the whole building doesn't | collapse.