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site title: Building Debuggix: A new approach to security noise. Looking for early technical collaborators. · community · Discussion #198971 · GitHub

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building debuggix a new approach to security noise looking for early technical collaborators community discussion 198971 github skip to content navigation menu toggle navigation sign in appearance settings community platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all 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contacted cancel submit feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message github community overview repositories discussions packages people more overview repositories discussions packages people building debuggix a new approach to security noise looking for early technical collaborators 198971 closed locked unanswered lucky3mc asked this question in code security building debuggix a new approach to security noise looking for early technical collaborators 198971 lucky3mc jun 14 2026 2 comments return to top discussion options uh oh there was an error while loading please reload this page title something went wrong uh oh there was an error while loading please reload this page quote reply lucky3mc jun 14 2026 ️ discussion type product feedback feature topic area code scanning discussion details hi everyone i am the founder of debuggix a startup that is rethinking how developers handle code security instead of drowning in hundreds of false positives from traditional tools we are building a platform that runs 9 security engines in parallel and uses ai to filter out the noise so you only see the real threats we have a working core engine live at debuggix space and have already scanned over 100 public repositories but we are just getting started what debuggix does 9 engines 60 seconds we run semgrep gitleaks trivy trufflehog and 5 other industry standard tools simultaneously you paste a github url and get a report in about a minute ai noise filtering traditional scanners flag everything test files example code intentional patterns our ai reads your project documentation to filter out the noise a scan with 134 raw findings surfaces only 3 6 real issues zero retention zero config we do not store your source code we do not require a cli a yaml pipeline or a 2 hour setup paste the url and you are done why i am reaching out here we are moving past the concept stage but we are not a finished enterprise product instead of a closed beta we want to build our early foundation alongside the community i am looking for technical minds who experience security noise false positives and tool fatigue daily i do not need people to just hunt bugs i need people who want to shape the product roadmap test the early architecture give feedback on what actually matters to developers potentially join the core journey as early contributors or collaborators how to get involved right now drop a comment below introducing yourself and share how you currently deal with security scanning noise if you want to run the current build give architectural feedback or help prioritize the next features cli vs code extension api let me know i will add you to our private coordination channel let s build a security tool that actually respects developers time beta was this translation helpful give feedback 1 you must be logged in to vote all reactions replies 2 comments oldest newest top comment options uh oh there was an error while loading please reload this page title something went wrong uh oh there was an error while loading please reload this page quote reply github actions bot bot jun 14 2026 your product feedback has been submitted thank you for taking the time to share your insights with us your feedback is invaluable as we build a better github experience for all our users here s what you can expect moving forward your input will be carefully reviewed and cataloged by members of our product teams due to the high volume of submissions we may not always be able to provide individual responses rest assured your feedback will help chart our course for product improvements other users may engage with your post sharing their own perspectives or experiences github staff may reach out for further clarification or insight we may answer your discussion if there is a current solution workaround or roadmap changelog post related to the feedback where to look to see what s shipping read the changelog for real time updates on the latest github features enhancements and calls for feedback explore our product roadmap which details upcoming major releases and initiatives what you can do in the meantime upvote and comment on other user feedback discussions that resonate with you add more information at any point useful details include use cases relevant labels desired outcomes and any accompanying screenshots as a member of the github community your participation is essential while we can t promise that every suggestion will be implemented we want to emphasize that your feedback is instrumental in guiding our decisions and priorities thank you once again for your contribution to making github even better we re grateful for your ongoing support and collaboration in shaping the future of our platform beta was this translation helpful give feedback 0 you must be logged in to vote all reactions 0 replies comment options uh oh there was an error while loading please reload this page title something went wrong uh oh there was an error while loading please reload this page quote reply v coder247 jun 24 2026 maintainer hi lucky3mc thanks for sharing with the community unfortunately we currently do not allow self promotion advertising or solicitation in community discussions we want to make sure there is space for users to ask questions without overwhelming them with other conversations thank you for helping us maintain a productive and tidy community for all our members beta was this translation helpful give feedback 1 you must be logged in to vote all reactions 0 replies sign up for free to join this conversation on github already have an account sign in to comment category code security labels code scanning code scanning our code analysis features powered by the codeql engine code security build security into your github workflow with features to keep your codebase secure product feedback share your thoughts and suggestions on github features and improvements welcome used to greet and highlight first time discussion participants welcome to the community source ui discussions created via community github templates 2 participants heading bold italic quote code link numbered list unordered list task list attach files mention reference menu heading bold italic quote code link numbered list unordered list task list attach files mention reference select a reply loading uh oh there was an error while loading please reload this page create a new saved reply 1 reacted with thumbs up emoji 1 reacted with thumbs down emoji 1 reacted with laugh emoji 1 reacted with hooray emoji 1 reacted with confused emoji ️ 1 reacted 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