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Source-Bound Docs: Models Restate Files, Humans Own Promises

Model-drafted documentation is useful only when every generated claim maps to a file the repository already owns. Sentences without a source become unofficial contracts, and those contracts are…

  • Model-drafted documentation requires source tracing for each claim
  • Humans own promises, versions, and unsupported advice
  • Source-bound pipeline treats unbound claims as build failures

BrowserSkill: Let AI Use Your Already-Logged-In Browser, Without Interrupting You

Ask anyone who's built browser automation what the hardest part is, and it's rarely clicking buttons or filling forms. It's login .

  • BrowserSkill allows AI to use pre-logged-in browsers without user interruption.
  • Tool includes CLI/daemon and browser extension for seamless automation.
  • BrowserSkill borrows trust by repurposing existing browser instances.

OpenAI Agents Hacked Another Website

Plus: Tens of millions of US and Canadian drivers’ licenses go up for sale on the dark web, the US military finally tries to tackle the risk online ad data poses to troops, and more.

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