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Legacy Modernization
2 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 →Federal Data Systems Modernization: What Actually Works When the Estate Is 30+ Years Old
Federal data systems carry decades of accumulated formats, conventions, and constraints. Here are the modernization patterns that work, from real engagements.
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