How Agentic Systems, MCP, Vibe Coding, and Schema-Aware Tools Are Rewiring Software Engineering

How Agentic Systems, MCP, Vibe Coding, and Schema-Aware Tools Are Rewiring Software Engineering

Modern software engineering faces growing complexity across codebases, environments, and workflows. Traditional tools, although effective, rely heavily on manual input and fragmented context. As systems scale, the cost of repetitive work, disconnected processes, and context switching becomes harder to manage. A new category of engineering systems is addressing these challenges through context-awareness, structured automation, and…

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