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Insights.
What we have learned putting AI into production inside real companies. No trend pieces, no predictions, just what holds up in the work.
Webaroo is a forward deployed AI engineering firm in Fort Myers, Florida, working this way since 2018. Our engineers embed inside a client's standups and backlog, ship AI systems to production, and stay until that client's own team can run them without us. These notes are written by the people doing that work, not by a marketing team.
Essays and field notes
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Who do you trust to actually do the work?
Every CEO is being sold AI right now. Four tests that separate the operators from the deck makers.
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Advice doesn't ship. Embedded teams do.
Why AI transformation only sticks when the team building it sits inside your standups and your backlog.
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The only finish line is production.
Pilots don't count. How to define done so AI work ships, survives, and compounds.
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Field note: an AI operations assistant, live inside a Florida fabrication shop.
What actually shipped for a Southwest Florida owner-operated business, and what stayed after we stepped back.