agents for triage and remediation
This content describes an open-source security scanning framework called Deep Scan, which integrates multiple scanners and provides agent-driven triage and remediation capabilities. It is a modular toolset designed to detect and help remediate security findings across various categories such as SAST, SCA, secrets, IaC, license, malware, and DAST. The project is a work-in-progress proof of concept aimed at improving triage quality and reducing false positives through reachability analysis and AI-assisted prioritization. There is no indication of a specific vulnerability or active threat associated with this tool itself.
AI Analysis
Technical Summary
Deep Scan is an open-source modular security scanning monorepo that consolidates over 20 scanners into a unified engine with a normalized findings model. It supports multiple interfaces including CLI, REST API, web app, and continuous scanning fleets. The tool emphasizes agent-driven remediation workflows, reachability-aware analysis to reduce noise, and optional AI triage for prioritization. It includes sandboxing and hardened execution environments to safely scan untrusted code. The project is under active development and aims to improve application security scanning and remediation efficiency. No specific security vulnerability or exploit is described in the provided information.
Potential Impact
No direct security impact or vulnerability is described. The content relates to a security tool designed to improve detection and remediation of vulnerabilities in software projects. There is no indication that the tool itself introduces a security risk or that it is currently exploited.
Mitigation Recommendations
Not applicable. This is a description of a security scanning tool, not a vulnerability or threat requiring mitigation. Users interested in the tool should follow standard security practices when deploying and running scanners, such as sandboxing untrusted code as described by the project documentation.
agents for triage and remediation
Description
This content describes an open-source security scanning framework called Deep Scan, which integrates multiple scanners and provides agent-driven triage and remediation capabilities. It is a modular toolset designed to detect and help remediate security findings across various categories such as SAST, SCA, secrets, IaC, license, malware, and DAST. The project is a work-in-progress proof of concept aimed at improving triage quality and reducing false positives through reachability analysis and AI-assisted prioritization. There is no indication of a specific vulnerability or active threat associated with this tool itself.
Reddit Discussion
Hello, I'm doing some appsec experiment with a bunch of opensource scanners to collect findings associated with an agent to help triage (remove false positives, dedup and unreacheable things) Its still a wip poc but if you have some experience to share or some feedback/contribution for improvement, I would appreciate! cause its not easy to fine tune or evaluate quality of that non deterministic thingy....here is a link of the intent https://github.com/kubeek-sec/deep-scan and also some blog post for the journey https://blog.kubeek.com/deep-scan-tuto/
Thanks
Links cited in this discussion
AI-Powered Analysis
Machine-generated threat intelligence
Technical Analysis
Deep Scan is an open-source modular security scanning monorepo that consolidates over 20 scanners into a unified engine with a normalized findings model. It supports multiple interfaces including CLI, REST API, web app, and continuous scanning fleets. The tool emphasizes agent-driven remediation workflows, reachability-aware analysis to reduce noise, and optional AI triage for prioritization. It includes sandboxing and hardened execution environments to safely scan untrusted code. The project is under active development and aims to improve application security scanning and remediation efficiency. No specific security vulnerability or exploit is described in the provided information.
Potential Impact
No direct security impact or vulnerability is described. The content relates to a security tool designed to improve detection and remediation of vulnerabilities in software projects. There is no indication that the tool itself introduces a security risk or that it is currently exploited.
Mitigation Recommendations
Not applicable. This is a description of a security scanning tool, not a vulnerability or threat requiring mitigation. Users interested in the tool should follow standard security practices when deploying and running scanners, such as sandboxing untrusted code as described by the project documentation.
Technical Details
- Source Type
- Subreddit
- cybersecurity
- Reddit Score
- 0
- Discussion Level
- minimal
- Content Source
- reddit_link_post
- Post Type
- link
- Domain
- null
- Newsworthiness Assessment
- {"score":27,"reasons":["external_link","established_author","very_recent"],"isNewsworthy":true,"foundNewsworthy":[],"foundNonNewsworthy":[]}
- Has External Source
- true
- Trusted Domain
- false
Threat ID: 6a55677668715ace43fcd410
Added to database: 07/13/2026, 22:32:22 UTC
Last enriched: 07/13/2026, 22:32:28 UTC
Last updated: 07/14/2026, 03:17:23 UTC
Views: 16
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