Don’t stuff two trees into one rsync. Dry-run first, copy serially with partial files and logs, then verify. A 100% progress bar is not permission to wipe the source disk.
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The official provider talks to the Administration API, not model inference. Get the Admin key right, import existing resources, and treat terraform plan as the review gate.
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Most Codex failures on Windows are environment, not the model. Pick native PowerShell or WSL, then keep Node, Git, paths, and the sandbox on the same side.
read full log arrow_right_altRuView claims Wi-Fi CSI alone can do presence, respiration, heart rate, even pose. I pulled the code and ran it: demos work, but it’s not ready to trust in my house.
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I ran my own product through Huashu Design—from brand analysis and visual directions to a 15-second promo. It turns Coding Agents into a design SOP that ships editable, exportable launch animation.
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I chained Pandoc, Audiblez, and RVC into a local pipeline: ordinary documents become EPUB, then spoken audio in a target voice. The stack runs—but how far is it from a real product?
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Illustrating an article isn’t hard because of pixels—it’s hard because of selection, format, and character drift. I packed that workflow into an open-source skill: Zuohai IP Studio.
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A context window isn’t memory. I use a three-layer Markdown setup, write-time checks, and regular archival so agents can pick up where yesterday left off.
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Guardrails are more than swear filters. Prompt injection, poisoned knowledge, risky tools, and compute exhaustion—walk the stack so you know what to defend.
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Clear tasks beat fancy adjectives. Conditionals, constraints, and examples lock the output—plus a few patterns I’ve used in automation and local models.
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