{
  "id": 16080357,
  "title": "How bug bounty sharpens one researcher’s security skills",
  "url": "https://urgent.news/2026/10/22/how-bug-bounty-sharpens-one-researchers-security-skills",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-22T17:21:30.000Z",
  "source": {
    "name": "GitHub Blog",
    "slug": "github-blog",
    "url": "https://github.blog/security/how-bug-bounty-sharpens-one-researchers-security-skills/"
  },
  "original_language": "en",
  "account": "As Cybersecurity Awareness Month continues, GitHub is highlighting a top-performing security researcher from their GitHub Security Bug Bounty Program: @r31n. The Bug Bounty Program is a key part of GitHub's commitment to the security and reliability of the code behind millions of projects. Researchers who work at a high level of quality can become part of GitHub's permanent VIP program, which offers higher payouts, faster response times, and early previews of beta products and features.\n\nInterviewee @r31n got into bug bounty to develop their security skills outside their daily work environments, exposing them to different products, technologies, and architectures they might not encounter otherwise. They appreciate GitHub's large, complex, and constantly changing target, as well as the program's close collaboration with researchers and competitive bounty structure. The researcher enjoys finding exploit chains, where seemingly harmless bugs come together to create a more serious issue.\n\nTo stay sharp and up-to-date with new vulnerability trends, @r31n mixes various resources, including security blogs, vulnerability write-ups, conference talks, proof of concepts, research papers, and courses. They learn best by trying things themselves and reproducing techniques. With the help of AI, their mindset is more important than the tools they use. They focus on curiosity and persistence over specific tools.\n\nWhen approaching research, @r31n maps out the application, focusing on complex functionality, integrations, trust boundaries, and areas that behave differently. They think in terms of sources and sinks, which are points where attacker-controlled data enters the application and security-sensitive operations that consume this data. By tracing these connections, they identify potential vulnerabilities, exploit chains, and other security issues.",
  "summary": "As Cybersecurity Awareness Month continues, the GitHub Bug Bounty team spotlights @r31n, diving into their research approach, favorite bug classes, and advice for aspiring hackers. The post How bug bounty sharpens one researcher’s security skills appeared first on The GitHub Blog .",
  "key_points": [],
  "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."
}