AI coding agents have significantly accelerated the downstream side of software development but have not impacted the upstream phase where senior engineers create critical software design documents. This bottleneck is due to the complex, system-level context required for these documents, which currently relies on the expertise of a few key individuals. As AI continues to speed up code generation, addressing this planning phase becomes increasingly urgent for overall productivity gains.
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