Things I build, break, fix, and write about

5 November 2026
Ransomware group fragmentation and detection priorities

Ransomware group fragmentation means the label matters less than the behaviour, and I trust activity over reputation every time. A small crew with rented services can do plenty of damage, so I watch for early signs, not familiar names, and I patch anything exposed before the attackers get bored.

5 November 2026
Security Advisory – 05 Nov 2026

Daily security advisory summary for 05 Nov 2026

4 November 2026
Linux kernel net/sched UAF constraints on CentOS 9 desktop

Linux kernel net/sched use-after-free looks messy on paper, and on CentOS 9 Desktop it is worse, because the obvious paths are blocked and the useful...

4 November 2026
AI-assisted pull requests raise review cost

AI-assisted pull requests look cheap until you try to review them properly. I’ve seen tidy code hide a lot of work, and the cost only goes up when a...

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28 March 2026
Azure credits documentation fails to flag marketplace

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27 March 2026
n8n | stable

n8n 2 13 4: Patch release fixing Quick Connect flag and editor first load issue, stable on 2026 03 26, upgrade recommended

25 March 2026
Running Chromium on ARM64 Linux Servers: docker-compose Setup and Pitfalls

Google doesn't publish ARM64 Chrome. Chromium fills that gap on Debian-based ARM64 Linux systems, and any CDP automation library works identically against it. Pin the version, fix `/dev/shm`, work...

24 March 2026
Detecting spoofed VPN downloads: a practical approach

The trust UI lies by omission. A valid signature proves only that someone with a private key signed the file, not that the signer is the vendor you intended. Storm-2561 distributes trojanised VPN...

23 March 2026
Stellar Blade (PS5) + 2 more Amazon tech bargains

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22 March 2026
Petabyte leaks start with uncontrolled backup access

A single compromised credential reaching both production and backup storage across the same network boundary turns one day's data loss into months or years. Isolation done badly is barely isolation at...

21 March 2026
Video file naming and structure for decade-scale retrieval

A video archive you cannot read a decade later is just a warm drive waiting to die. Ambiguous filenames and missing verification schedules kill cold storage video archival; fix those two things, and...

20 March 2026
Backup retention policy: writing it down saves arguments

A backup schedule that works is not the same as a documented one. When recovery fails and a client asks why their data is gone, a working cron job and a vague memory are not a defence; a policy...

19 March 2026
n8n | stable

n8n 2.12.3: patch fixes leader takeover event emission on mismatch, restores editor command bar workflow search, recommended upgrade