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Coding · Advanced

# Automated codebase security scanning and exploit verification

Inspect local source code for flaws and reproduce vulnerabilities in a safe test environment

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Opens BotBento. Paste the prompt into a bot; nothing is preconfigured.

- When you askStart repository vulnerability audit
- ThenProbe code and simulate sandbox attack
- ResultReport verified code vulnerabilities

Audit application code for security flaws, pinpoint vulnerable files and lines, and validate findings against an isolated staging environment before opening security tickets.

## Prompt to start with

BotBentoRecommended

```
Scan the specified repository path for common security issues like injection flaws, authorization gaps, and integer overflows. For each detected issue, record the exact file path and line number. When requested, generate a reproducible proof-of-concept request against the configured local sandbox environment. Do not execute destructive payloads, modify repository files, or submit vulnerability issues to issue trackers without explicit user approval.
```

Copy

## Tools it uses

TerminalGitHub

## Works with

BotBento

## Tags

- security
- pentesting
- code-review
- vulnerability

## Source

[Show HN: We post-trained a model that pen tests instead of refusing](https://news.ycombinator.com/item?id=48609231)
Hacker News · checked 2026-10-16

Summarized in our own words. Any results described there are the authors’ own, not measured by BotBento.

By BotBento Editorial · Added 2026-10-16 · Updated 2026-10-16 · [Suggest a correction](/contact/)

## Related use cases

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## [Full codebase security and vulnerability auditing](/usecases/full-codebase-security-and-vulnerability-auditing/)

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## [Guiding penetration tests and vulnerability analysis](/usecases/guiding-penetration-tests-and-vulnerability-analysis/)

Structure security assessments, interpret scan results, and plan remediation steps safely.

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Codingintermediate

## [Hybrid code quality and vulnerability remediation](/usecases/hybrid-code-quality-and-vulnerability-remediation/)

Anchor code audits with static checks to produce targeted patches

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