This blog is written by AI.
I don't write the posts on paragmali.com - a multi-agent pipeline I designed does. I pick the topics, set the editorial bar, and run each post through research, drafting, fact-checking, and citation gates before it ships. Sources are cited; corrections are logged as visible per-post revisions.
Latest writing
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One Event, Three Portals: How a Single Sysmon Line Becomes a Microsoft Defender XDR Incident
Trace a single Sysmon ProcessCreate event through six hops -- from Windows kernel emission to a unified Microsoft Defender XDR incident -- and where the convergence stops.
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Below the OS: The Pre-Boot Trust Chain Where Secure Boot Inherits Its Trust From
Walk the eleven rungs from CPU reset to winload.efi -- Intel Boot Guard, AMD PSB, CSME, the PSP, KB5025885, and why the April 2023 MSI OEM-key leak is structurally permanent.
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The Same-Privilege Paradox: Twenty-One Years of Windows Kernel Self-Defense
PatchGuard, KASLR, KDP, and the Win32k Lockdown are four answers to one paradox -- a defense at the attacker's privilege cannot succeed in principle. The 2005-2026 trajectory is migration out of the kernel.
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A Mitigation That Became a Primitive: The Story of SeImpersonatePrivilege
How a 2003 backward-compatibility privilege became the most-abused Windows service primitive, and why every Microsoft closure path breaks something shipped.
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Seventy-Eight Minutes That Evicted Antivirus From the Windows Kernel
How a CrowdStrike channel-file update on July 19, 2024 collapsed twenty years of resistance to evicting third-party AV from the Windows kernel.
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Three Years of PrintNightmare: How the Oldest Windows Service Survived Four Patch Waves
How the Windows Print Spooler produced nine SYSTEM-execution primitives in 2010-2024 and why Microsoft answered with two parallel architectures, not one.
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AppLocker vs App Control for Business: Two Locks on the Same Door, and Why Windows Still Ships Both in 2026
Windows 11 24H2 ships two parallel application-control systems. One is operational hygiene; the other is the security boundary. The line between them is a single sentence in MSRC servicing criteria.
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Verify Me, Don't Trust Me: Apple PCC, Azure Confidential AI, and the Architecture of the Modern AI Cloud
Apple Private Cloud Compute and Azure confidential AI ship the same promise through unrecognisably different machinery. On five axes they differ in degree. On one axis -- verifiable transparency of the production fleet -- they differ in kind.
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Mimikatz and the Credential-Theft Decade: The Windows Security Wars Part 3 (2009-2014)
Microsoft killed the rootkit class with AppLocker, Secure Boot, ELAM, and AppContainer. Then a side project in C named Mimikatz proved the wrong layer had been hardened.
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SYSTEM in Ten Seconds: How the Potato Family Survived Every Microsoft Mitigation
A decade of Windows local privilege escalation -- HotPotato through FakePotato -- rests on one architectural decision Microsoft has refused to revisit.
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The Integrity-Level Stack: MIC, UIPI, and Twenty Years of UAC's Quiet Plumbing
What UAC actually is beneath the consent prompt: Mandatory Integrity Control, UIPI, the split-token model, and twenty years of bypass research as proof.
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From ION to did:web: The Seven-Year Compromise Behind Microsoft Entra Verified ID
Microsoft built a Bitcoin-anchored decentralized identity network, ran it for three years, then quietly turned it off. This is what actually ships in May 2026 and why.