One AI Agent Wasn’t Enough: How We Build vNext with an Engineering Council and a Code Graph
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Moving past basic single-prompt coding assistants, this piece explores how to build platform-level engineering systems using a multi-agent 'Engineering Council' integrated with a comprehensive code graph. Instead of expecting an isolated language model to generate bug-free code, the architecture relies on multiple specialized agents that collaborate, reason across system boundaries, and continuously verify their own outputs. For engineers stepping into systems design and platform architecture, this model offers a blueprint for structuring automated engineering tools that respect system constraints, automate code reviews, and maintain long-term architectural integrity across complex codebases.