@Kanojiyaaakash1: I gave Cline Desktop app a repo with 3 intentional vulnerabilities. Hardcoded password. SQL injection. Shell injection.…

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ai-coding-agents open-source vulnerability-scanning automated-fixing desktop-app open-weight-models

Summary

The tweet demonstrates how Cline Desktop, an open-source app for open-weight models, automatically scanned and fixed intentional vulnerabilities in a codebase using a scheduled agent, showcasing AI coding agents as autonomous teammates.

I gave Cline Desktop app a repo with 3 intentional vulnerabilities. Hardcoded password. SQL injection. Shell injection. I gave it a cron job “Scan this codebase every night. Flag the issue, severity, risk, and fix.” At 2 AM, the agent ran the scan while I was asleep. All 3 vulnerabilities were caught. But the interesting part came next. → Asked it to fix the SQL injection with parameterized queries → Reverted to the pre-fix checkpoint → Forked the session → Asked for the most conservative fix possible And it all runs inside Cline Desktop - an open-source app for open-weight models. No editor open. No manual trigger. No babysitting. Just a scheduled agent working inside a real workspace, using the model I chose. This is the shift: AI coding agents aren't just tools you open anymore. They're starting to feel like teammates that work while you're offline.
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Cached at: 09/15/26, 03:48 PM

I gave Cline Desktop app a repo with 3 intentional vulnerabilities.

Hardcoded password. SQL injection. Shell injection.

I gave it a cron job

“Scan this codebase every night. Flag the issue, severity, risk, and fix.”

At 2 AM, the agent ran the scan while I was asleep.

All 3 vulnerabilities were caught.

But the interesting part came next.

→ Asked it to fix the SQL injection with parameterized queries → Reverted to the pre-fix checkpoint → Forked the session → Asked for the most conservative fix possible

And it all runs inside Cline Desktop - an open-source app for open-weight models.

No editor open. No manual trigger. No babysitting.

Just a scheduled agent working inside a real workspace, using the model I chose.

This is the shift:

AI coding agents aren’t just tools you open anymore.

They’re starting to feel like teammates that work while you’re offline.

Cline (@cline): Introducing Cline Desktop - a native interface for working with open weights models.

Use with ClinePass and all our free models like DeepSeek-V4.1-Flash, Musespark-1.3, or BYOK with any provider!

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