the archive 22 drops

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Less restrictive is now a model spec

Agent swarms need aggregation evals

The Hugging Face breach lesson is logs, not local models

Portability must include the learning layer

Dashboards are not the SaaS moat

Agent harnesses are release platforms

Data gravity is becoming agent governance

AI BOMs need behavioral inventory

AI productivity is becoming a team metric

Model worldview belongs in procurement evals

Forward-deployed engineering is distribution

Agent leverage follows context consolidation

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