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Every AI assistant that does something useful needs access to something outside itself — a database, a ticketing system, a file store, an internal API. Before there was a standard for this, every combination of assistant and system needed its own integration, which meant the numb Every AI assistant that does something useful needs access to something outside itself — a database, a ticketing system, a file store, an internal API. Before there was a standard for this, every combination of…

Every company that has shipped one good large-language-model demo eventually hits the same wall. The demo works on a laptop, in one language, for one user, with one document set, and nobody is counting the money. Turning that into something a hundred teams can call in production Every company that has shipped one good large-language-model demo eventually hits the same wall. The demo works on a laptop, in one language, for one user, with one document set, and nobody is counting the money.…

Most software does not fail because someone wrote a bad loop. It fails because a team built something competently that nobody needed, or built the right thing so slowly that the need had moved on. Software product engineering is the discipline that closes both gaps: it treats "wh Most software does not fail because someone wrote a bad loop. It fails because a team built something competently that nobody needed, or built the right thing so slowly that the need had moved on. Software product…