A practical guide to goals, tools, memory, approvals and failure handling.
An AI agent is a workflow where a model can decide steps and use tools to complete a bounded task.
Good agents are not unlimited autonomous systems. They have clear permissions, logs, fallbacks and approval points.
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The best use cases are repetitive tasks with structured tools and measurable outputs.
A validation article created through the Phase 2 admin publishing API.
Hacker News discussion with 3 points.
A national language model offers a linguistic community its own instrument for measuring what its citizens say and value. Portugal's AMALIA, a publicly funded...
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