返回 Discover
Field DispatchStack Overflow3 · 2026-06-01

How to use AI as programmer

Tags
artificial-intelligenceopenai-apiclaude
Score
6
Answers
6
Views
284
Answered
Yes
痛点分析发布于 2026/05/31

痛点为 AI 基于上游原始证据的初步提炼;未包含额外中国市场检索。

痛点

程序员在使用AI辅助编程时,面临过度依赖AI导致批判性思维下降的困境。用户原本需要独立思考和解决问题,但AI能快速给出看似合理的答案,容易让人不加批判地接受,从而削弱了深入分析和验证的能力。这种依赖造成技能退化、决策质量下降,以及长期来看编程能力的实际提升受阻。

§ Dossier

Stack Overflow question

How to efficiently using AIs like claud and chatGPT to improve your programming abilities without losing critical thinking because i feel like we are so hyped up with the AI's ability to give a good response in a way that we are carried away with not able to actually think critically.

§ Dossier

Question details

View count
284
Answer count
6
Last activity
2026/05/14
§ Dossier

Answers

Like any tool, once you use it enough you'll develop a sense for what it's good at, and what it isn't suitable for. Work on being specific about your prompts and provide architectural guidance. Besides that, you'll need to judge when the time spent writing a prompt to get a good response from AI takes longer than writing the code yourself. It won't be all AI, and it won't be all hand-written. Step in when AI is giving you a hard time.

评论作者信息不可用1 votes

Treating as opinion might be a good choice, The stuff is medium not biased let say customized answer, public statements, objective facts, so it feels trivial, same as 1 plus 1 is 2. It has to be GPT policy to be objective. In conclusion it is calculation.

评论作者信息不可用0 votes

Let it help you. But don’t let it write you whole scripts without you understanding it. I use AI too but only if I need help. Let AI explain you things that helps me and maybe even write it down.

评论作者信息不可用0 votes
源数据· Raw Archive
source
Stack Overflow
upstream_source
stackoverflow
upstream_item_id
79930338
daily_ranking_item_id
4d66e671-94af-4c2e-badf-cea642236be8
rank_date
2026-06-01
rank
3
name
How to use AI as programmer
tagline
artificial-intelligence, openai-api, claude
description
How to efficiently using AIs like claud and chatGPT to improve your programming abilities without losing critical thinking because i feel like we are so hyped up with the AI's ability to give a good response in a way that we are carried away with not able to actually think critically.
votes_count
6
comments_count
6
created_at_on_source
2026-04-22T20:56:54.000Z
topics
artificial-intelligenceopenai-apiclaude
media / source-specific data
{
  "stackoverflow": {
    "score": 6,
    "view_count": 284,
    "is_answered": true,
    "top_answers": [
      {
        "body": "Like any tool, once you use it enough you'll develop a sense for what it's good at, and what it isn't suitable for. Work on being specific about your prompts and provide architectural guidance. Besides that, you'll need to judge when the time spent writing a prompt to get a good response from AI takes longer than writing the code yourself. It won't be all AI, and it won't be all hand-written. Step in when AI is giving you a hard time.",
        "score": 1,
        "answer_id": 79930340,
        "is_accepted": false
      },
      {
        "body": "Treating as opinion might be a good choice, The stuff is medium not biased let say customized answer, public statements, objective facts, so it feels trivial, same as 1 plus 1 is 2. It has to be GPT policy to be objective. In conclusion it is calculation.",
        "score": 0,
        "answer_id": 79930398,
        "is_accepted": false
      },
      {
        "body": "Let it help you. But don’t let it write you whole scripts without you understanding it. I use AI too but only if I need help. Let AI explain you things that helps me and maybe even write it down.",
        "score": 0,
        "answer_id": 79931105,
        "is_accepted": false
      }
    ],
    "answer_count": 6,
    "accepted_answer_id": null,
    "last_activity_date": 1778751221
  }
}
raw_payload
{
  "stats": {
    "score": 6,
    "view_count": 284,
    "is_answered": true,
    "answer_count": 6,
    "creation_date": 1776891414,
    "last_edit_date": null,
    "accepted_answer_id": null,
    "last_activity_date": 1778751221
  },
  "api_wrapper": {
    "backoff": null,
    "has_more": true,
    "page_size": 8,
    "quota_max": 300,
    "quota_remaining": 251
  },
  "question_id": 79930338,
  "answer_fetch": {
    "has_more": true,
    "answers_fetched": 3,
    "answer_page_size": 3
  },
  "snapshot_version": "stackoverflow_question_v1"
}
source_raw_snapshot
{
  "id": "bad9d16f-fdfd-4c8a-8c13-82174eb57b79",
  "daily_ranking_item_id": "4d66e671-94af-4c2e-badf-cea642236be8",
  "source": "stackoverflow",
  "external_id": "79930338",
  "fetched_at": "2026-05-31T22:01:57.241Z",
  "question_raw": {
    "body": "<p>How to efficiently using AIs like <strong>claud</strong> and <strong>chatGPT</strong> to improve your programming abilities without losing critical thinking because i feel like we are so hyped up with the AI's ability to give a good response in a way that we are carried away with not able to actually think critically.</p>\n",
    "link": "https://stackoverflow.com/questions/79930338/how-to-use-ai-as-programmer",
    "tags": [
      "artificial-intelligence",
      "openai-api",
      "claude"
    ],
    "owner": {
      "link": "https://stackoverflow.com/users/32650962/john-lewis",
      "user_id": 32650962,
      "user_type": "registered",
      "account_id": 46182217,
      "reputation": 1,
      "display_name": "John Lewis",
      "profile_image": "https://www.gravatar.com/avatar/1f84496fc88b196d4be9ba3e08bf353c?s=256&d=identicon&r=PG&f=y&so-version=2"
    },
    "score": 6,
    "title": "How to use AI as programmer",
    "view_count": 284,
    "is_answered": true,
    "question_id": 79930338,
    "answer_count": 6,
    "creation_date": 1776891414,
    "content_license": "CC BY-SA 4.0",
    "last_activity_date": 1778751221
  },
  "answers_raw": [
    {
      "body": "<p>Like any tool, once you use it enough you'll develop a sense for what it's good at, and what it isn't suitable for. Work on being specific about your prompts and provide architectural guidance. Besides that, you'll need to judge when the time spent writing a prompt to get a good response from AI takes longer than writing the code yourself.</p>\n<p>It won't be all AI, and it won't be all hand-written. Step in when AI is giving you a hard time.</p>\n",
      "owner": {
        "link": "https://stackoverflow.com/users/3092298/greg-burghardt",
        "user_id": 3092298,
        "user_type": "registered",
        "account_id": 3716127,
        "reputation": 19666,
        "accept_rate": 84,
        "display_name": "Greg Burghardt",
        "profile_image": "https://www.gravatar.com/avatar/0294f9abe2727185322aaa827568f206?s=256&d=identicon&r=PG&f=y&so-version=2"
      },
      "score": 1,
      "answer_id": 79930340,
      "is_accepted": false,
      "question_id": 79930338,
      "creation_date": 1776891649,
      "content_license": "CC BY-SA 4.0",
      "last_activity_date": 1776891649
    },
    {
      "body": "<p>Treating as opinion might be a good choice, The stuff is medium not biased let say customized answer, public statements, objective facts, so it feels trivial, same as 1 plus 1 is 2. It has to be GPT policy to be objective. In conclusion it is calculation.</p>\n",
      "owner": {
        "link": "https://stackoverflow.com/users/32446269/mememe",
        "user_id": 32446269,
        "user_type": "registered",
        "account_id": 7060805,
        "reputation": 101,
        "display_name": "MeMeMe",
        "profile_image": "https://www.gravatar.com/avatar/b2a90f58351bc10a126421ab80562321?s=256&d=identicon&r=PG&f=y&so-version=2"
      },
      "score": 0,
      "answer_id": 79930398,
      "is_accepted": false,
      "question_id": 79930338,
      "creation_date": 1776902877,
      "content_license": "CC BY-SA 4.0",
      "last_activity_date": 1776902877
    },
    {
      "body": "<p>Let it help you. But don’t let it write you whole scripts without you understanding it. I use AI too but only if I need help. Let AI explain you things that helps me and maybe even write it down.</p>\n",
      "owner": {
        "link": "https://stackoverflow.com/users/32651958/lewis",
        "user_id": 32651958,
        "user_type": "registered",
        "account_id": 46184447,
        "reputation": 1,
        "display_name": "Lewis",
        "profile_image": "https://www.gravatar.com/avatar/86a0530306ddaad76f0521b8e16f3769?s=256&d=identicon&r=PG&f=y&so-version=2"
      },
      "score": 0,
      "answer_id": 79931105,
      "is_accepted": false,
      "question_id": 79930338,
      "creation_date": 1777010521,
      "content_license": "CC BY-SA 4.0",
      "last_activity_date": 1777010521
    }
  ],
  "tags_raw": [
    "artificial-intelligence",
    "openai-api",
    "claude"
  ],
  "stats_raw": {
    "score": 6,
    "view_count": 284,
    "is_answered": true,
    "answer_count": 6,
    "creation_date": 1776891414,
    "last_edit_date": null,
    "accepted_answer_id": null,
    "last_activity_date": 1778751221
  },
  "selection_meta": {
    "site": "stackoverflow",
    "api_wrapper": {
      "backoff": null,
      "has_more": true,
      "page_size": 8,
      "quota_max": 300,
      "quota_remaining": 251
    },
    "answer_fetch": {
      "backoff": null,
      "has_more": true,
      "answers_fetched": 3,
      "quota_remaining": 219,
      "answer_page_size": 3
    },
    "snapshot_version": "stackoverflow_question_v1",
    "selection_strategy": "tag_whitelist_unanswered_high_score_recent_active"
  },
  "created_at": "2026-05-31T22:01:57.362Z",
  "updated_at": "2026-05-31T22:01:57.362Z"
}