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noisyloop

Security writeups, AI tool research, and other findings from the field.

Topics include detection engineering, supply chain security, vulnerability analysis, and AI/ML security tooling. Posts are based on real events and real infrastructure — occasionally redacted where operational security requires it.

For educational purposes only.

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noisyloop, security portfolio.

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