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Anthropic resumes billing Claude safeguard blocks in three categories

Anthropic is charging again for Claude API requests blocked before any output in biology, frontier LLM development, and reasoning extraction—categories with under 0.1% false positives—to deter coordinated circumvention. Cyber and other refusals stay unbilled; Anthropic says 99.7% of Claude Code, Claude.ai, and Cowork users won't notice.

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OASIS 1.0 ships a bring-your-own-model coding agent built to work with 1.5B–3B local models

Published Nov 4, the open source agent runs from CLI, browser workspace, desktop, VS Code, SDK, and GitHub Action, with hosted providers or local servers like Ollama, llama.cpp, and vLLM. It adds a post edit verification gate, weakened test detection, git safety snapshots, and refusal of unrequested commits or pushes, but the sandbox is off by default and small local models still fail many tasks…

GitHub (FAHTHIZ/oasis)

Upstash tuned its MCP server after 369 coding-agent runs: delete confirmation went from 1/15 to 15/15

Upstash ran seven coding agents through live Redis tasks and found agents couldn't enable daily backups, probed Redis logs that don't exist, read 0 stats right after traffic, and deleted a named database with no confirmation. After adding redis set daily backup , clearer tool text, and a type the name delete check, backups went from 0/15 to 15/15 and delete confirmation from 1/15 to 15/15…

Upstash Blog

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