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Notes from the bench and the build.

Practical articles on modern LIMS, NGS data management, 21 CFR Part 11, AI in the lab, and what we learn from the early-access teams shaping Labitron.

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Launching with five posts.

Buyer's guide

The hidden cost of legacy LIMS — and what to look for in a modern one

A 2008 LIMS still costs you in 2026. We break down where the cost actually shows up — and the questions to ask before you sign the next renewal.

Coming soon
Genomics

From sample to sequence to report: what end-to-end traceability really means

Lineage is the new audit trail. We walk through what it takes to make a single record speak for the whole pipeline — and where most LIMS break.

Coming soon
Compliance

A practical guide to 21 CFR Part 11 for genomics labs

Identity capture, signed records, immutable history — explained without the jargon, with concrete examples for genomics workflows.

Coming soon
Product

Five ways a flexible block editor changes how scientists document experiments

When the editor adapts to the experiment instead of the other way around, the documentation finally matches the science.

Coming soon
AI

AI in the lab today: realistic uses, honest limits

What retrieval-grounded assistants are actually good for in a wet lab — and what they're not. With concrete prompts you can try this week.

Coming soon

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