AI Agents in Practice
Latest Articles
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An Evidence-Discovery Agent That Does Not Confuse Metadata With Findings
Use scholarly metadata to build a reading queue, then verify claims in accessible primary research.
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Inventory Exception Agents for Small Merchants
Flag mismatches and missing decisions instead of pretending to forecast demand perfectly.
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Refund Agents: Design the Approval Boundary Before the Prompt
A refund is a financial side effect, so safe execution matters more than conversational skill.
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Project Onboarding Agents Should Assemble a Map, Not a Memory Dump
Produce role-specific, permission-safe starting paths with dated ownership.
Research, Not Hype
Explore sourced guides to AI agents, practical workflows and business models. Understand implementation choices, operating costs and limitations. Hypothetical examples are labeled; commercial claims are attributed, not promises of income.
