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Note: this post was not rewritten by AI I’ve been saying for a long time that AI can’t help me because no one else codes the way I do, so it doesn’t have any reference points. Then I realized many advantages of having AI perform some…
Meryem Arik discusses why modern engineering teams face "inference chaos" and how AI model gateways provide a critical control layer. She explains the balance between empowering decentralized teams to choose the best models and maintaining…
Pip 26.1 ships dependency cooldowns that enforce a waiting period before newly published packages can be installed, and experimental pylock.toml lockfile support from PEP 751. Research shows a 7-day cooldown would have prevented 8 out of…