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Agent harnesses need maps, not more manuals

Agent ROI is often feature activation in disguise

Task cost is a harness property, not a model price

AI content billing just moved off the URL — and agents pay the price

Agent procurement is collapsing into deployment latency

Stateless MCP moves the state problem onto your side

The "AI employee" title is a governance bug

Agent approvals need independent policy checks

Agent swarms need aggregation evals

The Hugging Face breach lesson is logs, not local models

Agent backtests are demos, not track records

Agent-built apps need expiry dates

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