Journal

Starting from competing approaches to frontier-model protection, open cooperation, and multi-model platforms, this article examines how users and developers can preserve the ability to migrate data, replace models, and leave a platform.

A personal reading of the reverse information paradox: to make a model useful, users pay not only with money but also with context, corrections, preferences, and judgment.

A practical migration write-up on using Cloudflare Tunnel as a private origin path for AWS CloudFront, covering the failed Cloudflare SaaS attempt, a unified origin, CloudFront Functions, and OpenResty virtual-host routing.

How AI changes tasks and jobs, and what unemployment insurance, reskilling, wage insurance, and AI tax proposals can address.

A close look at the forced suspension of Claude Fable 5 / Mythos 5 access: what is officially confirmed, what has been reported, and what belongs in the broader context of AI misuse.

When Codex history feels slow, do not start with database surgery. Open a new Codex chat, ask it to inspect safely, and let it suggest the fix.

A practical Windows workflow for connecting VS Code to a remote Linux host over SSH, configuring an SSH Host, and opening a remote folder from Remote Explorer.

After connecting to a remote host with VS Code Remote SSH, Codex usually needs to be installed and authenticated again inside the remote window before its sidebar icon and features appear.

A real troubleshooting note: QModem showed no incoming SMS, and the root cause was IMS being disabled while the RM502Q-AE was registered on China Mobile NR5G SA. Enabling IMS and rebooting restored SMS reception.