MCP and skills: measure and reduce tokens without losing context
A reproducible MCP lab measures local token counts, tests filters and projections, and checks that shorter results preserve the evidence needed.
Blog / Matteo Vincenti
Notes from work.
I write about AI in everyday work, software development and how teams work together. I start with business problems and explore the technical decisions.
2 articles in AI tokens
Topic: AI tokens Clear topic
How I am measuring the real cost of Claude and Codex
Research in progress on the cost of Claude and Codex tasks: usage, time and human review, with commands and settings for the workflow variants to compare.
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