AI draft generation
Two scripts for generating structured Markdown stubs from the Anthropic API, with and without prototype source access.
Two scripts for generating structured Markdown stubs from the Anthropic API, with and without prototype source access.
Published experiments at the intersection of AI, information architecture, and content systems.
How I'd structure cross-functional documentation work for an AI feature, illustrated against the NimbusWiz Modernization Advisor.
Quality process for NimbusWiz technical documentation: accuracy auditing against prototype source code, task-flow analysis, and structured correction.
How to use the Modernization Advisor to evaluate whether and how to modernize your system.
Recommendation logic, confidence scoring, override behavior, and decision outputs for system changes
Building an iterative content audit system in Notion using MCP: and what iterative auditing reveals that one-shot audits miss.