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Latest articles on web hosting, cloud technology, e-commerce, and SaaS product development.
Cloudflare's AI code reviewer reached a 97% prompt cache hit rate while tokens per review tripled and the cost per review doubled. Here is what brought it down to $0.77, and what to ask about your own AI bill.
Vercel and Shopify made agent shopping generally available on 16 October 2026, on top of the Universal Commerce Protocol. The protocol supports signed-in and B2B buyers, but it leaves the price itself to each store.
Home Assistant's breached-password check sends nothing secret anywhere, and its design was documented in 2021. On 16 October 2026 it still turned into an argument, because the docs never said it was on by default or how to turn it off.
On 15 October 2026 Citizen Lab published what it calls the first public technical confirmation of zero-click spyware delivered via targeted ads. The lesson for ordinary businesses is about who can run code in front of their users.
When two Yandex networks went offline in October 2026, Cloudflare's data showed the search crawlers stopped, some scanning fell, and one bot operation targeting gambling accounts simply moved to other hosts, essentially flat at 167.7 million to 170.1 million requests.
On 9 October 2026 Vercel let AI agents buy domains through its CLI, and built the purchase so that, run non-interactively, it stops and hands the decision back to a person. A week after QGIS gave up on human review, it is the other way to put a human in the loop.
On 7 October 2026 QGIS replaced its human-in-the-loop AI policy with a ban on AI-assisted code in the qgis/qgis repository. Neither version can detect AI use, and that is the question to ask your own vendor.
"The price of the virtual machine, or the compute, will not change." "Even at the same configuration, your bill will increase." Both are true. Here's how.
Deno announced two endings. A platform closing is a deadline. A runtime whose development ends is not — and that is why it is the one to plan for.
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