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ADHD

Working as an engineer with an ADHD brain, and what actually helps.

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  • Teaching AI to Hunt What Humans Miss: Building a Bug Bounty Brain That Thinks in Chains

    October 19, 2025 11 min read in Security

    Rejected bug bounty reports cost me real money, so I trained small specialised models to predict vulnerability chains like IDOR into privilege escalation. The synthetic data overfit, which turned out to be the lesson.

    AI ADHD Neurodivergent BugBounty Cybersecurity Productivity EthicalHacking InfoSec HuggingFace
  • When AI Limits Become Superpowers: Breaking Mental Roadblocks in Neurodivergent Development

    July 15, 2025 6 min read in How I Work

    Claude's context limit forced me into better testing practices, and AI turned out to bridge the gap between an ADHD brain and rigid corporate tooling. Constraints as the useful part.

    AI ADHD Neurodivergent Project Management Testing Productivity Jira Development

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