Beyond vibe coding: specs as executable artifacts

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Reviewed by Muthu · Essay · Last verified Oct 18, 2026 · Drafted Oct 17, 2026 by seed-import/1.0 · Re-check by Oct 17, 2027 · 1 source

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Overview

Ad-hoc prompting yields code that looks right but misses intent. Making the spec the gated source of truth is how AI-assisted delivery becomes repeatable.¹

Sources

1. Beyond vibe coding: specs as executable artifacts · published Sep 8, 2025

Footnotes

1. Beyond vibe coding: specs as executable artifacts, muthub.org, 2025-09-08. ↩