Seraphim Labs

Send a set. Get seen.

Brodie is an AI training partner that lives in iMessage. Send it a lifting video and it replies in the same thread. A real session follows; the caption states what was trimmed.

10:43:17USER

[attachment: form-check video, side view · 5.7 MB · 0:04]

+47.4s to first reply

10:44:04BRODIE

straight up, i can't see you from the front in this, so knee tracking and any hip shift is invisible to me. only got the side view

what i can see: front foot stays planted the whole rep, no heel lift, that part's clean

the issue is your chest. right around the middle of the descent it dips forward and your torso angle changes mid rep instead of staying locked. so the load slides off the front leg

fix is bracing before you descend and holding that same angle top to bottom. what's your usual weight on these?

clip as sent: 0:06 · 720×1280 · 15 fps · 406 KB

[clip sent 10:44:17 UTC]

Transcript, Brodie iMessage thread (shared line), 2026-08-03 UTC. Excerpted. One row omitted: a wordless delivery acknowledgment sent 10:43:19 UTC.

Architecture

Video-native VLM. No pose estimation. No on-device inference. Median 56.8s from inbound video to delivered clip, n=46 of 51.

Latency

paired
46 of 51
median
56.8 s
p90
74.0 s
fastest
19.5 s
slowest
502.8 s
no clip returned
5

Method: Every inbound video paired with the next outbound video to the same user within 15 minutes.

Runs at