Tag: #agents
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AI agents across many services: read with SQL, write with approval
A design, running in production, that lets AI agents work with many services at once. They read any data with read-only SQL, and change data only through API calls that a person approves after a draft run on the real service.
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Opus 4.8: the boring upgrade that actually matters
Claude Opus 4.8 is an incremental benchmark bump, but the agent-shaped quality-of-life fixes — tighter tool calling, mid-session system messages, cheaper fast mode, adaptive thinking — are what make it worth adopting.