Build.
The constraint that anchored the buy side of build vs. buy — the need for developers with specific stack expertise — is gone. The default answer has flipped.
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Strategic perspectives on enterprise AI, technology architecture, and the decisions that shape how organizations adopt and operate intelligent systems.
AI agents aren’t the future of enterprise automation. AI-assisted engineering is.
The autonomous-agent vision driving today's vendor pitch isn't coming from enterprises — it's coming from vendors. What's actually working inside enterprises is AI-assisted engineering: integrations, legacy cleanup, test generation, accelerated debugging. Deliberate modernization, not hands-off cross-system automation, is where the real progress is.
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