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8.4
@illtellyouwhat
Systems Engineer
AI Fluency Score
8.4/10
Assessed 12/11/2025
Velocity
Generated 12/11/2025
Phillip Hollenbeck is a developer who builds infrastructure for AI collaboration—not just prompts, but the systems that make prompts work at scale. Over two years, he's architected context management systems, semantic diff tooling, and cross-model memory frameworks that solve problems most practitioners haven't yet identified.
His workflow design capabilities place him among the most sophisticated AI practitioners operating today. He thinks in abstraction layers—building transferable frameworks that generate project-specific workflows, designing for portability across models and tools. This is someone architecting how humans and AI systems will work together, not just using what exists.
His "semantic valley" insight alone suggests there's more worth discovering in his full profile.