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Jul 15, 2026What if your security scanner fixed the code too?
What if your security scanner fixed the code too? Every developer who has wired up a SAST tool knows...
Jul 15, 20261 min read5 reactions0 comments
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Jun 12, 2026Debuggix Tested 9 Security Engines On Kubernetes Goat. 134 Raw Findings. Only 6 Were Real. Here Is What The Noise Looks Like.
A case study in alert fatigue: how test files, build artifacts, and intentional patterns generate...
Jun 12, 20264 min read2 reactions0 comments
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Jun 12, 2026Debuggix vs Snyk vs Semgrep vs GitHub Advanced Security: A 100-Repo Technical Comparison
We ran four security platforms on the same 100 repositories. Here is the raw data on detection rates,...
Jun 12, 20265 min read2 reactions0 comments
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Jun 8, 2026The Security Scanning Landscape in 2026
The market for GitHub security scanners has matured. Developers have options. Snyk, Semgrep, GitHub...
Jun 8, 20265 min read1 reactions0 comments
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Jun 12, 2026Debuggix Analyzed AI-Generated Code From Cursor, Lovable, And Bolt. Here Are The 5 Security Patterns We Found In Every Project.
Hardcoded API keys. Exposed Firebase configs. Missing input validation. Wildcard CORS. Unpinned...
Jun 12, 20265 min read10 reactions0 comments
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Jun 12, 2026Debuggix Ran 9 Security Engines Across 100 Repos. Here Is The Raw Data On Dependency CVEs.
What our scan of 100 GitHub repositories revealed about protobufjs, xmldom, axios, Hono, and the...
Jun 12, 20263 min read5 reactions0 comments
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Jun 15, 20265 Ways to Protect Your App from Dependency Vulnerabilities in 2026
Software supply chain attacks increased 742% between 2020 and 2025. The trend continues upward in...
Jun 15, 20261 min read11 reactions1 comments
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Jun 11, 2026The 2026 State of GitHub Security: What 100 Repos Taught Me About Dependency CVEs and AI Code
Introduction Three months ago, I started an experiment. I took 100 GitHub repositories some huge,...
Jun 11, 20266 min read6 reactions2 comments
Challenge of the day: Time to find out what you're actually made of.
Time to find out what you're actually made of. Your full-stack vs 9 security engines. 60 seconds. No...
Jun 3, 20261 min read0 reactions0 comments
The average data breach costs $4.45M.
Most of them start with something a developer could have caught in 60 seconds. Hardcoded API keys....
Jun 2, 20261 min read1 reactions0 comments
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Jun 1, 2026Chaining security scanners is a dependency nightmare. Triaging their conflicting alerts is worse.
Meet Debuggix: an automated security remediation engine that bridges the gap between detection and...
Jun 1, 20261 min read2 reactions0 comments
Debuggix gives indie devs enterprise-grade security (9 engines in 60 seconds) without the noise, complexity, or cost of tools built for big companies.
Security tools assume you have a security team. Snyk, Checkmarx, SonarQube — they're powerful, but...
May 21, 20261 min read2 reactions0 comments