10:15 PM
Today in brief.
OKF Agent Memory gives coding agents git-native recall
A pure-Go OKF v0.2 memory layer ships with sub-300µs BM25 search and an embedded MCP server, cutting agent token bloat ~80% with no external DB.
🏛️ Policy
NYC and LAUSD put AI back behind a school-year moratorium
America's two largest districts just re-tightened student AI: NYC bans student-facing AI in K-8 with limited high-school tools; LAUSD pauses generative AI on district devices for ~378k students for a year.
🏛️ Policy
Critical vulns at big tech jumped from under 100 to 600 a month
a16z Charts of the Week: across 21 majors including Apple, AWS, Microsoft, and Google, reported critical vulnerabilities never cleared 100/month for four years, then spiked past 600 since spring.
2 sources 7:27 PMClaude Skill that makes interns review your agent's design choices
Show HN drops a Claude Skill / plugin that forces an intern-style review pass on an agent's design decisions before you ship the plan.
🏛️ Policy
Fable 5.1's system prompt bans song lyrics and Sonic birthdays
Simon Willison diffs Anthropic's newly split per-model system prompts: Fable 5.1 hard-blocks lyrics/poems/passages and recognizable characters in code-drawn art, days after music publishers sued.
AI SREs fix nights, then humans lose system intuition
Ex-LinkedIn SRE Sylvain Kalache argues AI incident bots will cut average MTTR while making rare SEV0s worse, because responders stop practicing on the easy stuff.
🏛️ Policy
Numbat is the open defender toolkit for rogue agents
As OpenAI publishes a disclosure framework for the wiki incident, Arav points defenders at Perplexity's open-source Numbat: harness hooks, 52 rules, and session forensics for endpoint agents.
🏛️ Policy
Gemini trip advice leaves Mount Shasta hikers short on water
Three hikers on Mount Shasta got rescued after Gemini under-advised food and water for what became a multiday ordeal; sheriff says never rely solely on AI for trip planning.
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