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Sun 26 Jul · 5 stories · 3 sections

Agents & tooling 1 item

Anthropic cut over 80% of Claude Code's system prompt for Claude 5-gen models and published its context-engineering rules for agents.

Business & policy 3 items

Mesosphere co-founder Tobi Knaup: open-weight AI is at its 'Kubernetes moment'; the US should compete in the ecosystem, not wall it off.
Debian opens a project-wide General Resolution on LLM usage with three proposals, incl. one barring LLM-assisted contributions.
DeepSeek suspends its second fundraising round after founder Liang Wenfeng's remarks on the US-China compute gap went viral, per Bloomberg.

Also notable 1 item

A 28.9M-param LLM runs fully on an $8 ESP32-S3 at ~9.5 tok/s: 4-bit weights, 25M embedding params served from flash (Gemma-style PLE).
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