Bring a live dictionary
Every studio seat starts with the student’s actual event list, even if it is a spreadsheet with duplicate click events. Hypothetical apps are reserved for Atlas Reader only.
About the studio
We teach the unglamorous layer that makes product analytics trustworthy.
Socket Nodehub began as a Friday review table for Bangkok product teams who were tired of rebuilding funnels after every app release. The table became a studio. The studio still sits on Charoennakorn.
Mission
In-app event tracking analytics should be a shared language, not a private dialect inside one analytics tool. We train people to write that language so marketing, engineering, and data can argue about meaning instead of missing rows.
We are not a vendor academy. Students leave able to move a dictionary between Amplitude, Mixpanel, a CDP, or a warehouse without rewriting the product’s history.
Pedagogy
Clinic before lecture
We read payloads first. Theory arrives after the room has seen a property that cannot be joined. People remember the join failure longer than a slide.
Public critique, private data
Schemas are reviewed in class with names stripped. Identity examples stay synthetic unless a student explicitly opts a redacted excerpt in.
Community
Alumni keep a quiet channel for dictionary reviews. It is not a social network. People post a property they are unsure about, and someone who sat the same module answers with a yes, a no, or a “needs a version field.”
Once a quarter we host an evening in Bangkok for local alumni and visiting remote students. The river is nearby; the conversation is still about nulls and late events.
Student journey
01
Application note
Tell us which app surface hurts: checkout, onboarding, or a feature flag that never quite attributes. We reply within two working days.
02
Placement read
Atlas Reader, Studio, or House Account. If your team already has a governance lead, we often skip Atlas and go straight to clinic weeks.
03
Schema draft
You leave week three with a named object list and forbidden vanity events. Engineering can implement while later weeks cover identity and warehouse types.
04
Review and handoff
The last session is a critique, not a certificate ceremony. You leave with a versioned dictionary and a QA checklist written for the people who ship the app in Thailand or elsewhere.