Commit Graph

2 Commits

Author SHA1 Message Date
9521cb986b The shop PC's UI had never once been run
`wails build` had never been executed against this project - CLAUDE.md
says so plainly - so every screen the shop floor actually touches was
unreviewed. Running it found why nobody had.

fyne.io/systray's nativeLoop must own the main thread on macOS, a Cocoa
requirement, and Wails already holds it. Starting both kills the process
with a SIGTRAP inside cgo before a single pixel is drawn. On Windows,
which is what ships, a tray on its own goroutine is fine - so the one
platform the whole team develops on was the one platform that could not
open the app, and the UI went unlooked-at as a result.

BEHAVISION_NO_TRAY runs the window without the tray, the same escape
hatch BEHAVISION_ALLOW_PLAINTEXT_MQTT already is for the broker.
Deliberately an environment variable and NOT a GOOS check: a build that
quietly drops the tray is how a shop PC ends up with no control surface
at all, and it would fail where nobody is watching. The guard is on stop()
as well, because systray.Quit() on a systray that never started is not a
no-op in v1.12.2 - it would turn closing the window into a crash on exit,
the failure most likely to be shrugged off as "it closed, fine".

go.mod gains the indirect dependencies the darwin build pulls in. No
version moved: the committed list was written by a windows-only build,
which never resolves that part of the Wails tree.

Verified: GOOS=windows build, go vet, and the agent suite all still pass,
and the packaged .app runs.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qiy5iKfz4L8S4vRaYPBdaU
2026-09-09 13:06:51 +05:30
dad04e8cda Behavision: face recognition for retail, edge to head office
Five components that ship as one product:

- behavision/  the recognition engine. RTSP ingest, YuNet detection, IoU
               tracking, ArcFace embeddings, a FAISS/SQLite gallery, and a
               FastAPI dashboard. Identity is decided once per TRACK from an
               average of at least three embeddings, never per frame.
- agent/       the Go edge agent: supervises the engine, holds a durable
               spool, and drains it to MQTT. Nothing is acked before the
               broker confirms.
- desktop/     the shop PC application (Wails + React + tray).
- server/      the cloud API, MQTT consumer, reports and assistant.
- web/         platform.loyaly.ai, the head-office app, embedded in the
               server binary.

The gallery stores 512-float embeddings and timestamps - no images unless
`app.store_faces` is switched on. Those embeddings are biometric personal
data under GDPR and India's DPDP: template inversion reconstructs a
recognisable face from an ArcFace vector, so data/behavision.db is treated
as a biometric database and DELETE /api/visitors/{id} is a real erasure.

CLAUDE.md carries the reasoning behind every non-obvious decision here,
including the ones that were measured and the ones that were wrong first.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HViLj9gYNRtSr7YVZmW5sn
2026-09-04 11:14:18 +05:30