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Public story · 2026-02-20 · source-backed
The New Stack proposed Spec-Driven Development (SDD) as the enterprise methodology for AI-assisted engineering — specifications replace prompts as the source of truth, producing persistent, reviewable artifacts that preserve context beyond a single AI chat session. The hybrid approach: use specs for major changes, vibe coding for iteration and refinement. Combined with the Red Hat "three-month wall" and the UpGuard 18K config study, the industry is converging on a structured middle ground.
Each link below shares sources, entities, or timing with this story.
Shared entities / Same source / Shared topic
Both cover Driven Development, Spec; cite the same source (The New Stack proposed); overlapping topics (coding, development, vibe).
Red Hat partners with AWS / Shared entity: Red Hat / What happened next / Tension
Linked by a graph relationship (Red Hat partners with AWS); both cover Red Hat; picks up the Red Hat thread on 2026-06-27.
Shared entity: Spec / Shared topic / What happened next
Both cover Spec; overlapping topics (ai-assisted, coding, development, spec-driven); picks up the Spec thread on 2026-05-10.
Both cover Spec; overlapping topics (coding, context, development, spec-driven); picks up the Spec thread on 2026-03-02.
Shared entity: Combined / Shared topic / What happened next
Both cover Combined; overlapping topics (coding, combined, context, vibe); picks up the Combined thread on 2026-02-28.
Sardeenz built by Red Hat / Shared entity: Red Hat / What happened next
Linked by a graph relationship (Sardeenz built by Red Hat); both cover Red Hat; picks up the Red Hat thread on 2026-04-21.
Shared entity: Red Hat / Shared topic / Earlier coverage
Both cover Red Hat; overlapping topics (beyond, coding, enterprise, vibe); earlier Red Hat coverage from 2026-02-17.
Shared entity: Spec / Shared topic / What happened next / Tension
Both cover Spec; overlapping topics (coding, vibe); picks up the Spec thread on 2026-07-11.