Staging environment
Digital asset

THE FOUR PATTERNS OF AGENTIC SDLC EVOLUTION

Carmelo Iaria

Carmelo Iaria

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As Anthropic has recently demonstrated, AI Coding is dramatically changing Software Development Life Cycle (SDLC).


In this paper I share the 4 patterns I see unfolding in early 2026 that will impact how Software Development roles are changing:


  • Pattern 1 — Vibe Coding
  • Pattern 2 — AI Assisted SDLC
  • Pattern 3 — Agentic Architect SDLC
  • Pattern 4 — Agentic Architect VDLC


The most important insight:

Speed without coordination is the new technical debt.


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