Name events like they will outlive you
A checkout_started that quietly became checkout_begin after a rebrand will haunt every alert. We practice a naming ledger that product and data both sign.
Bangkok · live telemetry literacy
Watch the product breathe.
Socket Cloudhub is a small studio on Chalermket that trains product, data, and ops pairs to treat Real-Time Usage Analytics as a reading skill — naming events that survive a rename, sampling without inventing conversion, and sitting with a live stream until the story settles.
2,140practitioners across SEA who finished a lab or cohort
11evening cohorts hosted from Pomprab since 2019
87%still querying their own live board 90 days later
8.4 / 10median from written cohort surveys, not star widgets
Flagship desk
The Live Usage Lab
Six modules, one critique week, and a Bangkok checkout path you will actually instrument. We do not pretend a socket feed replaces a warehouse; we teach you when the feed is lying and when the warehouse is simply late.
Seats are informationally priced at ฿18,500. No cart. Write to the desk if you want a place in the next evening run.
Read the lab syllabusWhat we actually teach
Four habits that keep a live board honest
These are studio practices, not slogans. Each one shows up as a worksheet inside the lab.
Sample without inventing a funnel
Downsampling a socket stream is not “close enough.” You will compute bias on a Thai marketplace path before you trust a conversion chip.
Read a session like a film strip
Pause, rewind, annotate. Live usage is closer to editing than to BI. The lab spends a full evening on one recorded session from a Bangkok rider app.
Alert hygiene for noisy product rooms
If everything pings, nothing is live. We write page-level mute rules so on-call is not performing theatre for a dashboard.
From people who sat the lab
Reader notes, not slogans
“The film-strip evening on the rider session is what I still use. I pause the socket, mark the drop, and only then argue with ops. The naming ledger was slower than I wanted.”
Mira K., product ops · Bangrak
We came in hoping the Live Usage Lab would replace our nightly BigQuery job. It did not, and Nalinee said so on day one. What it did was stop us from paging people for warehouse lag dressed up as “live drop-off.”
Client in last-mile logistics · Khlong Toei
Journal
Field notes from the socket floor
Sampling live events without lying
A Bangkok checkout stream, a 12% sample, and the exact place conversion quietly inflates.
Why Bangkok teams overcount sessions
Dual SIMs, Grab hand-offs, and the unhelpful default of “new device = new user.”
The quiet cost of batch dashboards
When the warehouse is four hours late, product rooms invent a crisis that never happened.
Pomprab desk
Bring a live path. Leave with a ledger.
Write to the studio with the event names you already regret. We will tell you honestly whether the Live Usage Lab, a Floor Cohort, or a single office-hours note is the right next step.
Write the desk