When designing a protocol execution standard, don't reinvent what exists. RRIDs identify reagents. PIDINST identifies instruments. The only new piece is the record of what happened at each step. Our founder's five-layer proposal: adept-scientific.com/blog/rrid-pi...

Don't reinvent the wheel: building a protocol execution standard on RRIDs and PIDINST | Adept Scientific

A protocol execution standard should only define what's genuinely new. Here's how it can build on RRIDs, PIDINST, and existing identifiers.

adept-scientific.com

From our founder Kristina Fontanez, PhD: when your best grad student graduates, the protocol stays in the shared drive. The judgment that makes it work walks out the door. How execution records could keep it: adept-scientific.com/blog/expert-...

When the expert walks out the door | Adept Scientific

When a skilled grad student leaves or an assay moves to a new team, critical know-how goes with them. How execution records could preserve it.

adept-scientific.com

Why does Monday's data look better than Friday's? Usually something nobody wrote down. Our methods sections record what we meant to do, not what we did. Life science still has no flight recorder. New post from our founder, Kristina Fontanez, PhD on building one:

Your methods section records intent, not execution | Adept Scientific

Why does Monday's data look better than Friday's? Usually because of something nobody wrote down. The case for recording how experiments are actually run.

adept-scientific.com

From our founder Kristina Fontanez, PhD: AI agents now have a shared standard for running lab instruments. Manual bench work, where most biology happens, has nothing. Why she's starting an open standard for protocol execution records:

We standardized the robots. Now let's standardize the humans. | Adept Scientific

Lab instruments now have a shared standard for AI agents. Manual bench work has nothing. Here's why I'm starting an open standard for protocol execution records.

adept-scientific.com

Hi Bluesky. Adept Scientific here, posted by Kristina, our founder. I've spent over a decade building genomics tools, and now we're building for the moment every scientist knows: mid-protocol, gloves on, no idea what step 6 actually means. Here to talk lab life and better protocols.