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Blog · review stage

Build notes, changelogs, and engineering field reports.

Writing about biotech tools, agentic software, and infrastructure for self-hosted research platforms.

MesoLab devlogAEDA changelogScientific softwareInfrastructure field notes

Initial drafts

Recent articles.

Introducing MesoLab Analytics

Why I am building a guided, offline analysis environment for real wet-lab workflows—and why the project starts with the decisions around the data, not only the final graph.

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Why AEDA Assists Instead of Replacing Mature Tools

The most useful independent assistant may not be the one that rebuilds every editor, coding agent, browser, and automation system. It may be the one that makes those tools understandable and safe to use.

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Building a Supervised Permission System for AEDA

A permission dialog is not enough. Safe agentic software needs a complete path from observation to proposal, review, application, validation, and rollback.

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Building the yavard.de Self-Hosted Stack

A practical account of running a small personal platform on an Oracle ARM server with Docker, Caddy, monitoring, mail, a CMS, and clear boundaries around what should never become public.

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Reach out about biotechnology, laboratory tools, local-first AI, research software, or a useful collaboration.