When the agent loop breaks, fix the runtime, not the kernel

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The bottleneck in agentic coding is not model intelligence but context management and architectural determinism. The LLM is a nondeterministic kernel wrapped in a deterministic runtime; the orchestrator (spec, build profile, verification surface) is that runtime.

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