NotebookLM's free tier does something Claude can't, and I stopped reaching for Claude because of it
… I use Claude for initial research then I upload the best sources to NotebookLM for detailed analysis. Claude finds the haystack. …
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I tested Gemini Notebooks and Claude Projects side by side, and one didn't make the cut
… One of the most documented risks of heavy AI coding assistant use is skill atrophy and reduced critical review — developers may begin to trust AI output too readily, allowing subtle logical or security bugs to slip through unnoticed. …
I wrote a script to run Claude Code with my local LLM, and skipping the cloud has never been easier
… Claude Code doesn't care where the model lives If it speaks Anthropic's API, it works Claude Code is, at its core, a client that speaks the Anthropic Messages API. It doesn't actually verify that there's a Claude model on the other end. …
I switched from Claude Code to Codex for a week, and the trade-offs surprised me
… By default, Codex executes tasks inside a network-disabled sandbox, which significantly reduces security risks when running autonomous code. …
I gave Claude control of my calendar for a week, and it scheduled my life better than I do
… Giving Claude my calendar, without giving it my calendar The security tradeoff I made meant a little more manual input upfront, but having to consciously hand Claude my schedule actually kept me more aware of it than I usually am. …
Your paid AI coding tools are overkill — here's what I switched to instead
… That's on top of the connector to Codex, Claude Code, and my local LLM endpoint, which has a multitude of downloaded models at my disposal. …