[ 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.
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 POPULARITY
2026 (AI Coding)
CURRENT STATUS
Mainstream Gen Alpha Slang
Related To:Agentic CodingVibe Hacking
AURA IMPACT ⓘ
+1 AURA
TREND STATUS
↑ HIGH RISING FAST · HIGH
CULTURE CATEGORY
[ SLANG ][ AI CODING ][ MACHINE CULTURE ]
RELATED TERMS
MENTIONS OVER TIME
2023202420252026
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TOP PLATFORMS
TikTok
68%
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15%
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9%
Reddit
5%
Others
3%
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