{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "dragonked2-alphacode--review-owned-app-for-security-issues",
 "repo": "dragonked2/alphacode",
 "repo_url": "https://github.com/dragonked2/alphacode",
 "repo_slug": "dragonked2-alphacode",
 "title": "Trace untrusted input in a system you are authorized to test",
 "page_title": "How to trace untrusted input in a system you are authorized to test with Alphacode",
 "summary": "Have AlphaCode trace input to sensitive operations and confirm which findings reproduce.",
 "who": "A security engineer or bug bounty tester with written authorization to assess a specific application.",
 "problem": "Following untrusted input through a codebase by hand is slow, and unverified findings waste triage time.",
 "outcome": "A list of likely issues, each marked as reproduced or not reproduced in the authorized test environment.",
 "steps": [
  "Confirm in writing that you are authorized to test the target system.",
  "Install AlphaCode with the one-line installer and run `alphacode doctor`.",
  "Run `alphacode` in the target repository and give the goal: trace untrusted input to sensitive operations and validate likely findings.",
  "For any finding that needs a live check, use the Firefox browser setup with `alphacode browser setup` and `alphacode browser status`.",
  "Keep only findings that were reproduced, and record the steps to reproduce each one."
 ],
 "agent_prompt": "Use the dragonked2/alphacode repo to trace untrusted input to sensitive operations in <authorized target path>. Report only findings that you reproduced in the authorized test environment, with the reproduction steps. Verify each reported issue by re-running its reproduction once.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "60 minutes",
 "basis": "readme",
 "caveat": "The README limits security testing to systems you own or are explicitly authorized to assess, and the same workflow could be misused against systems you do not control.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "rust",
 "requirements": [
  "A terminal on macOS, Linux, or Windows (use Windows Terminal or PowerShell on Windows)",
  "A project folder or repository you want the agent to work in",
  "Internet access to run the installer",
  "Optional: API keys for Claude, GPT, Gemini, or other providers, which may incur charges",
  "For browser tasks: Firefox with the AlphaCode Browser Agent extension installed",
  "For desktop tasks: a working platform accessibility backend (UI Automation, Accessibility API, or AT-SPI2)"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.6,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/dragonked2-alphacode/review-owned-app-for-security-issues/",
 "md": "https://dedupedai.com/use-cases/dragonked2-alphacode/review-owned-app-for-security-issues/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/dragonked2-alphacode--review-owned-app-for-security-issues.json",
 "api_version": "v1"
}