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Enterprise Software
3 posts on this topic — practical guidance from Shawn Livermore on fractional CTO, AI, and technology leadership.
What Anthropic's Parallel Subagents Mean for Enterprise Modernization Programs
Claude Opus 4.8's Dynamic Workflows can run hundreds of parallel subagents across a codebase. The bottleneck in enterprise modernization has never been coding speed — it's architecture and sequencing. Understanding the difference changes how you use the capability.
Read post →Architecture-First Still Wins When AI Writes the Code
AI accelerates code production dramatically. It does not enforce architectural discipline. The teams that understood this early ship software that scales.
Read post →Before Your Team Vibe Codes, Define the Code Footprint
AI coding tools generate code faster than teams can review it. Quality is set before the first prompt, by your starter template, context file, and defined target.
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