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Notes, ideas, and things I learn.
Personal notes and articles.
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.
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05 ARTICLESPDF 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.
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.
Improving Tool Pages for Users—and for SEO
How behaviour data helps improve user experience, meaningful engagement, and the value of search traffic—with a practical font-tool example.
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.
CubeSandbox vs Docker: Startup Speed, Memory, and What We Learned
What same-host tests showed about CubeSandbox and Docker: startup time, shared memory costs, and command completion at 100 and 500 microVMs.
Follow your curiosity
A space for my writing.
Articles, ideas, and notes from my personal blog.
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