Tools built around current model gaps become obsolete in six months, warns dev

RexDouglass · x · 2026-10-15

Developer Rex Douglass shares a counterintuitive lesson: every time someone builds tooling around the gaps of the current generation of models, those gaps become irrelevant within six months. His example: an OCR-to-Markdown file operation workflow he built three years ago to patch model weaknesses is now unnecessary. The takeaway is to design around evolving model capabilities rather than cementing today's limitations.

Related event: Don't Build AI Tools Around Current Models' Weaknesses(2 posts)→

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