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Make research work easier to inspect.

Practical writing on literature and citations, project workflows, models, and data—grounded in real questions and explicit boundaries.

Literature & citations · 6 min read

Make every important claim traceable to the paper

Turn summaries into an inspectable reading workflow by preserving the file, location, and task context.Read featured article
Research workflowsLiterature & citationsModels & dataProduct practice

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01

Literature & citations · 6 min read

Make every important claim traceable to the paper

Turn summaries into an inspectable reading workflow by preserving the file, location, and task context.
02

Research workflows · 5 min read

Why an AI research workflow should start with a project

Files, tasks, and tools need one clear boundary if research work is going to remain inspectable and reusable.
03

Models & data · 7 min read

Four questions to ask before choosing a model source

Capability is one dimension. Data flow, reliability, cost, and failure recovery matter too.