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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.

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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)

Google's Data Agent Kit hits GA: free MCP tools and skills for BigQuery, Spanner, AlloyDB in Claude Code and Codex

Google Cloud's Data Agent Kit is now generally available as a free set of MCP tools and open source skills that let Claude Code, Codex, Antigravity, and VS Code based editors inspect schemas, run queries, and read job logs across 15+ Google data services. GA adds BigQuery Graph, Bigtable, and Managed Service for Apache Spark, and the agent runs with your own IAM permissions…

Google Cloud Blog

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