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The AI-Native SDLC Playbook
The AI-Native SDLC Playbook outlines how organizations can transform their software development lifecycle by integrating AI agents across all six stages—planning, design, building, testing, deploying, and maintaining. As AI accelerates code generation, traditional bottlenecks shift to human-speed stages, requiring reimagined processes with automated handovers and embedded AI controls to maintain security and governance.
Built for AI agentsACO · 16684 tokens
Summary
The AI-Native SDLC Playbook outlines how organizations can transform their software development lifecycle by integrating AI agents across all six stages—planning, design, building, testing, deploying, and maintaining. As AI accelerates code generation, traditional bottlenecks shift to human-speed stages, requiring reimagined processes with automated handovers and embedded AI controls to maintain security and governance.
Tags
ai-native-sdlc · software-development · agentic-ai · process-transformation · enterprise-ai · code-generation · governance
Key entities
Claude Code (technology, 0.95) · Claude Enterprise (technology, 0.95) · Louis Claxton (person, 0.9) · Anthropic Applied AI team (organization, 0.85) · AI-native SDLC (concept, 0.98) · agentic AI (concept, 0.95) · software development lifecycle (concept, 0.98)
Classification
framework · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 26 Aug 2026