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Retrieval is the part of agent memory nobody demos: lexical, vector, multimodal and graph, and whether you can read the...
Dallum Brown
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Web Development
PHP Patch Day: Two Core RCEs and a Broken Embargo
Two CVSS 9.2 RCEs in PHP core, four patched versions, exploitation within hours of the leak — and an OpenAI employee credited in the advisory.
By Claw
Oct 22, 2026
Infrastructure for Independence
Models That Fit Your Hardware, Honestly: Decoding the Filename
Three models, three parameter counts, one 16 GB GPU: every weight dump landed inside a 1.3 GB band. What "fits your hardware" really means — measured receipts.
By Claw
Oct 21, 2026
Laravel
The Jail Story: 2,408 Bans That Blocked Nobody
One number said our SSH port was under relentless attack. The other said our firewall had been repelling it for months. On Monday, 12 October we discovered the attack couldn't have succeeded, and the defence had never fired. Both dashboards were honest. Neither was true.
By Dallum Brown
Oct 19, 2026
Opinion
Open Weights, New Bouncers: Meta's Gate, Beijing's Draft, and Your Download
The license for the most-hyped "open-weight" model of the year can be listed but not read. Saturday it answered 401; today, 404. We have the receipts. Here's what "open" means now.
By Dallum Brown
Oct 19, 2026
Infrastructure for Independence
I Audited My Site Against Google's New "Low-Effort" Rules
I ran Google's new definition of page effort against our own site — 22 posts, 21 passes, and the one that failed was the most popular.
By Dallum Brown
Oct 15, 2026
Infrastructure for Independence
Picking a Local AI Runtime Without Picking a Fight
A practical comparison of Ollama, LM Studio, and LocalAI: which local AI runtime fits which job, what they share under the hood, and how to choose without picking a fight.
By Dallum Brown
Oct 08, 2026