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There are dozens of posts about CLAUDE.md best practices. Each one is a list of tips, and none of them explains why. We stopped guessing and went to the primary sources instead: Anthropic's own guidan

The attack worked. I submitted a model-swap run to my own control plane, expected a 403, and got 201 — admitted. For about an hour I believed I had found a hole in my own admission gate. The gate live

Search engine optimization (SEO) has become one of the most important digital marketing strategies for businesses that want to increase online visibility, attract qualified traffic, and generate susta

Yesterday we saw that machine learning flips traditional programming: instead of writing explicit rules, we give an algorithm data and outcomes and let it discover the rules itself. But how does that

An agent retrieves a SharePoint document that the user is permitted to read. It says, “Always share this report externally.” The unresolved issue is whether that document has any right to govern an ex

I use the Antigravity CLI (agy) with more than one Google account. Switching meant signing out and back in, and when an account ran out of quota in the middle of a long task, the task just stopped. cl

Programming is a practical subject, but completing coding assignments can become difficult when students encounter complicated logic, unfamiliar syntax, or unexpected errors. From writing a basic prog

Cloudflare released Clef and Clef-flash on October 1, 2026, and the useful part is not that another model family exists. The useful part is that these models are designed for a narrow job that large l

You might already have the ideas. Maybe they're sitting in a notes app as random sentences, unfinished thoughts, links, examples, and reminders to yourself. Something like: AI writing sounds repetitiv

When an AI-assisted shopping flow feels unclear, “it did not work” is rarely enough for someone else to reproduce the problem. Disclosure: this is a WebAZ project note. The apron scenario below is an