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What Does This Mean?

Spec-Driven Development

Brainrot Score: 5.2 ⓘOBSERVED
[ SLANG ][ AI CODING ][ MACHINE CULTURE ]

A coding workflow where a detailed written specification is produced first and an AI agent implements against it, treating the spec rather than the prompt as the primary artifact steering the work.

EXPLAINER

Augment Code · original source ↗

EXPLAINER

Codeless Developer · original source ↗

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REAL-WORLD EXAMPLE

"Switched to spec-driven development, the agent stopped making things up halfway through."

LORE & ORIGIN

Emerged as a corrective to unstructured 'vibe coding' — practitioners found that agents produce dramatically more reliable output when working from an explicit spec instead of an ad hoc conversational prompt.

FIRST SEEN
2025
PEAK ERA (EDITORIAL)
2026 (AI Coding)
CURRENT STATUS
Mainstream Gen Alpha Slang

EQUIVALENT CONCEPTS IN OTHER LANGUAGES

TREND STATUS
↑ RISING
EDITORIAL ESTIMATE
CULTURE CATEGORY
[ SLANG ][ AI CODING ][ MACHINE CULTURE ]

MENTIONS OVER TIME

DOCUMENTED SINCE
2025
NOW

Radar observation data not yet available for this term.

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