Blog/Tag: Vibe Design

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Vibe Design

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Diagram contrasting old ticket-driven SDLC (requirement → break into tasks → implement → test & release) with the new AI-first SDLC (define objective and constraints → AI assists → engineer validates → release with control), and listing six key shifts: OKRs, sprint cadence, standardized requirements, AI-assisted development, progressive delivery, and observability

AI-First Engineering Leadership·April 16, 2026·2 min read

From Tickets to Systems: How AI Is Reshaping the SDLC

AI didn't just speed up coding — it changed how we plan, build, and deliver software. The shift from ticket-driven to system-driven engineering.