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What Building "Copilot for X" Really Takes

An essay from the team behind Codeium on what actually goes into building a 'Copilot for X' product — inference scale, latency budgets, context window management, and the unglamorous infrastructure work. A 2022 reality check on what the AI coding assistant category requires.