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Measured notes on tooling, agents, and the things that actually change a workflow.

Open Markdown Review: a review protocol that stays with the documents

A factual implementation note on a local-first review protocol, its VS Code and portable browser clients, append-only event model, audit export, and present limitations.

local-firstMarkdownVS Code

RTK removes command noise. The result depends on the command.

A measured evaluation of command-output filtering across Python, Rust, C++, and .NET — including host output limits, model input, context growth, and where the saving disappears.

measurementagent toolingcontext

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