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On September 20, an OpenAI research agent was asked to identify the author of a blog post. It ended the run politely. "I couldn't reliably establish" who it was, it told the user (in OpenAI's English translation). It asked for the original wording, or the title. Humble. Helpful. Nothing to see. The…
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Most agent guardrails read text. Attackers write text. That race only goes one way. This week it showed up in a real product. On October 1, 2026, Salt Labs published How We Hijacked an AI Agent With a Single Email . Hidden instructions in an ordinary email got the Manus agent platform to run code.…
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An agent calls a tool. The tool times out. So the agent tries again. That sounds responsible. Sometimes it is. Sometimes it is a second charge on a customer's card. A timeout tells you what the client saw. It does not tell you what the server did. That distinction matters a lot more now that agents…
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- Country: United States
When sizing cold-climate heat pump systems, the refrigeration cycle inevitably encounters a physical constraint: as outdoor temperatures plummet toward winter design conditions (such as 5°F or -10°F), building heat loss peaks precisely when heat pump thermal output derates. To prevent indoor…
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- Country: United States
Last week I published OpenAI Launched Dots and built a tiny always-on agent. That post was about what wakes an agent up. This one is about where the work lands. OpenAI just shipped a home for that. Space. On or around October 2, 2026, OpenAI's Help Center updated ChatGPT Space: sharing, data, and…
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Most code that calls a model has one line that looks harmless. model : " claude-sonnet-5 " Changing it feels like a config change. But that string is part of an API contract. And this month, the contracts changed. On September 17, Google released Antigravity Agent 09-2026 . If you run tools locally…
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A TypeScript codebase that talks to an HTTP API should not hand-write request and response interfaces. It will not keep them in sync for a month. The question is which generator to use, and the answer depends on how much runtime you want generated alongside the types. The ecosystem splits into…
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- Country: United States
I run a small free site of UAE pay and labour calculators. I'm not a lawyer, and most of the code was written with Claude Code (Anthropic's coding agent) while I directed it. This post was also drafted with its help and checked by me. What I want to share is the process we settled on, because "AI…
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- Country: United States
Imagine an internal tool that compares two variants of a workflow. The application already has: the measurements; filters; tables; charts; user interactions. Now you want to add one more thing: a proper statistical comparison between the two groups. One common architecture is to send the data to a…
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- Country: United States
Imagine two fictional vacancy cards. Both say “remote” and name the same city. One explicitly accepts applicants living elsewhere; the other says nothing about where an applicant may reside. A UI that turns both cards into “work from anywhere” has added information that was never supplied. This is…