VigilOSS - Harness to help hunt for bugs in a structured smart way
Description
VigilOSS is an AI-powered harness designed to assist in structured, long-running offensive security engagements such as code audits, web penetration tests, and bug bounty hunting. It coordinates specialist agents and tools to maintain investigation continuity, improve quality, and reduce false negatives. The tool emphasizes human oversight and verification, ensuring findings are reliable and reproducible. VigilOSS is intended for authorized use only and is provided under an Apache 2.0 license without warranty.
Reddit Discussion
Hi. To preface, I am not selling anything, and I am not suggesting to mindlessly use this tool.
I started initially using Claude to hunt on some programs, and from there built a harness so that I could work on an engagement for a long duration without losing progress, to make the process repeatable and high quality ( high quality submissions, final findings that can be trusted ), and several other things along the way.
Yes this is a AI created project, but from hundreds of hours and testing, and over 8 months. Yes you will find some weird Python code, and maybe some weird things in the prompts, its 80/20.
Please still review everything, you may have to have the Operator re-dispatch specific agents to re-verify things, or to QC the final submissions, human in the loop is so very important.
I have not added GLM 5.3, I know many people are starting to use it for black box engagements, I will be working on that soon.
Project - https://github.com/VigilOSS/Vigil
Links cited in this discussion
AI-Powered Analysis
Machine-generated threat intelligence
Technical Analysis
VigilOSS is an AI-driven framework that facilitates extended security assessments by managing multiple specialist agents and offensive security tools within a coordinated environment. It addresses common investigation failures like false negatives, assumption errors, and unreproducible reports by anchoring hypotheses, tracking investigative coverage, and requiring evidence-backed findings. The system supports white-box and black-box engagements, maintains detailed logs of tool executions and findings, and enforces a human-in-the-loop approach for quality control. It is designed to improve the thoroughness and reliability of security testing over long durations, with a focus on authorized and scoped use.
Potential Impact
VigilOSS itself is not a vulnerability or exploit but a security tool that can enhance the effectiveness and quality of offensive security testing. It does not introduce direct security risks but requires responsible, authorized use to avoid unauthorized or harmful activities. There is no indication of vulnerabilities or exploits associated with VigilOSS from the provided data.
Defensive Guidance
No mitigation is required as VigilOSS is a security tool intended for authorized use. Users should ensure they operate it within explicit authorization and scope to avoid legal or ethical issues. VigilOSS emphasizes human review and verification to maintain quality and prevent erroneous findings.
Technical Details
- Source Type
- Subreddit
- ExploitDev+pwned+hacking
- Reddit Score
- 0
- Discussion Level
- minimal
- Content Source
- reddit_link_post
- Post Type
- link
- Newsworthiness Assessment
- {"score":35,"reasons":["external_link","established_author","recent_news"],"isNewsworthy":true}
- Has External Source
- true
- Trusted Domain
- false
Threat ID: 6ad3c6a92cdf04f65651f5d0
Added to database: 10/17/2026, 19:04:09 UTC
Last enriched: 10/17/2026, 19:04:19 UTC
Last updated: 10/18/2026, 03:18:24 UTC
Views: 7
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