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AI Coding Without Security Mistakes

Common security mistakes AI coding tools introduce, and the checks to run before shipping AI-generated code.

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Ajay Prajapat

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Ajay Prajapat

AI Educator · Engineer · innovatewithajay.com

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What this session would cover

Proposed outline — the mentor finalises the agenda once this topic is scheduled.

  1. 1Common security mistakes in AI-generated code: injection, weak auth and exposed secrets
  2. 2Why AI tools reproduce insecure patterns from their training data
  3. 3Reviewing input validation and output encoding
  4. 4Checking authentication, authorisation and session handling
  5. 5Dependency and secret-handling checks
  6. 6A pre-ship security checklist for AI-assisted code

Who it's for

  • • Developers using AI coding assistants
  • • Reviewers responsible for code quality

You'd leave with

  • A security review checklist
  • The ability to spot common insecure patterns
  • Prompting habits that reduce security issues

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