Beyond AGENTS.md: Turning AI Pair Programming into Workflows

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In practice, the starting pattern for using AI to write code is usually the same: open the IDE, highlight some code, and ask an AI agent (like Copilot or a chat‑based assistant) to "write this feature" or "fix this bug." It can prove to be very powerful and time-efficient, but on the flip side, it can quickly run into predictable failure modes: Context window overflow and degraded responses over time Inconsistent architectural decisions across features Superficial or self‑congratulatory test c

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