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A personal blog
Notes, ideas, and things I learn.
Personal notes and articles.
Featured storyEngineering
PDF Parser Benchmark: Three Tools, Three Annual Reports
A single-run comparison of LiteParse, pdf-inspector, and anydoc on three Antelopus Selan Energy annual reports, with table checks and a silent coverage failure.
The latest notes
02 ARTICLESAI & Models
Decider 4B: Decisions Without Generating an Answer
A look at one-pass choice models, their inference costs, the v2 and v2.1 tradeoff, and how I would test one in a real workflow.
AI & Models
Building My Own AI Chat Harness
Inside my personal AI workspace: pinned conversations, visible subagents, reusable skills, and ways to continue work across chat, voice, and companion clients.
Follow your curiosity
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Articles, ideas, and notes from my personal blog.
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