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Writing & technical notes
Notes on security, AI, and building.
Practical notes from building security tools and contributing to open source. Read the full articles on dev.to.
Latest
Recent articles.
Email security
SPF, DKIM, and DMARC in Phishing Detection
How email authentication signals feed into phishing detection systems like PhishGuard AI.
Read on dev.to →AI security
OWASP Agent Security Batch Validation
From single files to scenario suites — validating agent security at scale, written as part of OWASP contribution work.
Read on dev.to →Engineering notes
PhishGuard AI: Explainable Email Authentication Signals
Adding SPF, DKIM, and DMARC signals to PhishGuard AI as evidence, not proof — with regression results on both forwarded legitimate mail and credential lures.
Read on dev.to →
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All writing is cross-posted to dev.to
And referenced from GitHub.