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Why Git's packfile architecture failed at 30,000 merges/day (600 PB/day CI traffic)—and how Anthropic replaced it with Scion on Cloud Spanner [11:21]https://www.reddit.com/r/programming/comments/1xbgkn7/why_gits_packfile_architecture_failed_at_30000

Here is an architectural summary (TL;DW) of the system design and metrics covered in the video for anyone who prefers reading first: The Scale & Why Git Choked Merge Velocity: Between May and Sept 2026, Anthropic's monorepo went from 2,500 merges/day to 30,000+ merges/day (~1 merge every 2.8 seconds) due to autonomous agent workflows. The 600+ PB/Day CI Bottleneck: With a ~100 GB main branch history, a 25 GB working copy, and 25,000,000 daily CI checkouts , naive Git checkout traffic exceeded 600 PB/day . Packfile & Mirror Saturation: Git's offline-first DAG and packfile negotiation model was…

Anthropic pitches AI safety bill that may block a model if 50+ people could be killedhttps://techcrunch.com/2026/10/20/anthropic-pitches-ai-safety-bill-that-may-block-a-model-if-50-people-could-be-killed

The proposed policy seems to offer protections against AI run amok but actually forbids federal agencies from blocking a model's release without the permission of a judge.

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Anthropic’s cloud partnerships are getting messyhttps://techcrunch.com/2026/10/20/anthropics-cloud-partnerships-are-getting-messy

Anthropic is reportedly struggling to secure enough compute from cloud providers that increasingly view it as a competitor, even as its infrastructure spending balloons ahead of a planned November IPO.

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