{
  "id": 20153242,
  "title": "I Automated a Friend's Job Search With Claude Code. The Hard Part Was Trust",
  "url": "https://urgent.news/2026/11/15/i-automated-a-friends-job-search-with-claude-code-the-hard-part-was",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-15T09:52:35.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/aalishan001/i-automated-a-friends-job-search-with-claude-code-the-hard-part-was-trust-1180"
  },
  "original_language": "en",
  "account": "My friend, a software engineer, found herself spending excessive time on her job hunting process. Most of her day was spent checking job alerts, careers websites, and her own notes for relevant roles and applications. This mundane task could be easily automated using an AI agent. However, the agent could inadvertently make mistakes that would negatively impact her job prospects. A fabricated skill or incorrectly applied for position could lead to a disqualifying interview or even a missed opportunity. Hence, I decided to create a system for her, ensuring that the AI agent never invented anything without her confirmation, never acted on her behalf, and remained as minimalistic as possible. The system keeps her documents in a single folder on her Windows machine and interacts with Claude Code and OpenCode. It ranks job opportunities, checks their fit, tailors a resume for a specific job, tracks applications, conducts mock interviews, handles gaps, manages referrals, and informs her about daily tasks. Every line generated by the system cites a confirmed fact, and it is designed to avoid making false claims. The system also ensures that no personal information about her is leaked, and it operates exclusively in read mode for Gmail, using Windows Credential Manager to keep sensitive API keys secure. Finally, the final decision on the resume rests with her, ensuring that the automation proves its trustworthiness and reliability.",
  "summary": "A friend of mine, an engineer, was losing hours every day to her job search, and most of it wasn't deciding anything. It was checking: the inbox for job alerts, careers pages for anything new, her own notes for what she had applied to and when. Then the weekends went to reshaping her resume for whichever roles survived all that checking. That is exactly the work an AI agent is good at. It is also…",
  "key_points": [
    "Friend's job search automated with Claude Code",
    "System designed to avoid mistakes and leaks",
    "Final decision on resume remains with user"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}