A forward look at where engineering teams are heading with AI, based on conversations with design partners who are visibly six-to-twelve months ahead of the average. Tailored code agents, MCP gateways, agentic products that talk to each other — most of the picture is already there in pockets, and the rest of the industry is closing the gap fast.
Engineering teams in 2027
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May 19, 2026
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incident-io