Help text that actually ships: writing prompts that don't wander
Our model sees every field in the org as context — which is a gift and a curse. Here's how we constrain the output.
Writing from the OrgLens team.
Featured · Engineering
How we scan a 50,000-field Salesforce org in 12 minutes
The Metadata API wasn't designed for parallelism, so we built a subscriber pool with bounded concurrency. A look at the trade-offs.
Marcus Alvarez
Apr 18, 2026
7 min read
What we learned building the HIPAA compliance pack
Five customer interviews, one healthcare CISO, and a lot of re-reading the Privacy Rule. Notes from shipping it.
12 things every admin should check after an M&A integration
A practical, non-scary checklist for inheriting a Salesforce org with unknown provenance.
How Meridian documented 48k fields in an afternoon
A quick conversation with Lianne Toro about what the first 2 weeks on OrgLens looked like.