Background Issue #937 in the cognitum-v0 appliance repo flagged that the `cognitum-csi-capture` systemd unit shipped `--simulate` by default, silently serving synthetic CSI tagged as production telemetry on `/api/v1/sensor/stream`. That's a textbook trust-eroding pattern — the single most-cited "where's the real data?" evidence external reviewers (#943, #934) point at when they call the project AI-slop. A grep across THIS tree surfaced the exact same anti-pattern in three places: docker/docker-compose.yml:27 # auto (default) — probe ESP32, fall back to simulation docker/docker-entrypoint.sh:14 # CSI_SOURCE — data source: auto (default), ... main.rs:6435 info!("No hardware detected, using simulation"); "simulate" The sensing-server's `auto` source resolver at main.rs:6425-6440 silently fell back to synthetic with only an `info!` log line as the signal. Downstream consumers calling `/api/v1/sensing/latest` or `/ws/sensing` had no in-band way to know they were being served fake data. Fix `auto` now refuses to fall back. When neither ESP32 UDP nor host WiFi is detected, the server logs a clear `error!` explaining the situation and exits 78 (EX_CONFIG). The error message names the two ways to proceed: provision real hardware, or set `--source simulated` / `CSI_SOURCE=simulated` explicitly. Existing operators who already use `--source simulated` (or its legacy `simulate` alias) are unaffected — the alias is preserved for back-compat. Docker entrypoint comment, docker-compose comment, and the Tauri desktop app's source-default path also updated to reflect the new posture. The desktop app keeps its `simulated` default because it's an explicit demo product — the value passed downstream is the *explicit* `simulated`, not `auto`, so the server tags it correctly and never lies about its data source. Validation cargo build -p wifi-densepose-sensing-server --no-default-features cargo test -p wifi-densepose-sensing-server --no-default-features → 122 / 122 pass, build clean (existing pre-fix warnings unchanged). Deployment ⚠ Breaking change for unattended deployments that relied on the `auto → simulated` silent fallback. That is exactly the failure mode this PR fixes: pretending to serve real sensing data when the source is fake. Operators who genuinely want demo mode set `CSI_SOURCE=simulated` explicitly; the error message and the docker-compose comment both point them there.
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@ -24,10 +24,13 @@ services:
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environment:
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- RUST_LOG=info
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# CSI_SOURCE controls the data source for the sensing server.
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# Options: auto (default) — probe for ESP32 UDP then fall back to simulation
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# Options: auto (default) — probe for ESP32 UDP then host WiFi; **fail
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# hard with exit 78 if neither is detected**.
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# Synthetic data is no longer a silent fallback
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# (issue #937 fix) — operators must opt in.
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# esp32 — receive real CSI frames from an ESP32 on UDP port 5005
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# wifi — use host Wi-Fi RSSI/scan data (Windows netsh)
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# simulated — generate synthetic CSI data (no hardware required)
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# simulated — explicitly generate synthetic CSI for demo mode
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- CSI_SOURCE=${CSI_SOURCE:-auto}
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# MODELS_DIR controls where the server scans for .rvf model files.
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# Mount a host directory and set this to make models visible:
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@ -11,7 +11,16 @@
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# docker run ruvnet/wifi-densepose:latest --model /app/models/my.rvf
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#
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# Environment variables:
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# CSI_SOURCE — data source: auto (default), esp32, wifi, simulated
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# CSI_SOURCE — data source. Valid values:
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# auto — try ESP32 then Windows WiFi, **fail-loud if no
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# real hardware is detected** (issue #937 fix:
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# the server no longer silently falls back to
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# synthetic data — that's now opt-in only).
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# esp32 — listen for UDP CSI on the configured port.
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# wifi — Windows-native WiFi capture.
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# simulated — explicit demo mode with synthetic CSI.
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# Default is `auto`. Set CSI_SOURCE=simulated when you want
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# fake data tagged as such; never set it implicitly.
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# MODELS_DIR — directory to scan for .rvf model files (default: data/models)
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set -e
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@ -108,8 +108,14 @@ pub async fn start_server(
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cmd.args(["--log-level", log_level]);
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}
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// Set data source (default to "simulate" if not specified for demo mode)
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let source = config.source.as_deref().unwrap_or("simulate");
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// Default to explicit "simulated" demo mode when the desktop user hasn't
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// chosen a source — this is the *Tauri demo* app, not a production
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// sensing endpoint, so the demo default is correct here. Critically, the
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// value passed downstream is the **explicit** "simulated", not "auto",
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// which means the sensing-server will tag the data as synthetic in its
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// API responses rather than silently fall back (issue #937 fix in
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// sensing-server's `auto` handler).
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let source = config.source.as_deref().unwrap_or("simulated");
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cmd.args(["--source", source]);
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// Redirect stdout/stderr to pipes for monitoring
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@ -317,7 +323,7 @@ pub async fn restart_server(
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log_level: None,
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bind_address: None,
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server_path: None,
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source: None, // Use default (simulate)
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source: None, // Falls through to explicit "simulated" — Tauri demo default.
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}
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};
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@ -6421,7 +6421,17 @@ async fn main() {
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info!(" UI path: {}", args.ui_path.display());
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info!(" Source: {}", args.source);
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// Auto-detect data source
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// Auto-detect data source.
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//
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// Issue #937 / sibling fix: previously `auto` silently fell back to the
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// synthetic data source when no ESP32 or Windows WiFi was reachable, with
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// only an `info!` log line as the signal. Downstream API consumers
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// (`/api/v1/sensing/latest`, `/ws/sensing`) had no in-band way to know they
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// were being served fake CSI tagged as production telemetry. That is the
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// exact "where's the real data?" pattern external reviewers (#943, #934)
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// cited as the most damaging evidence of the project misrepresenting its
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// posture. Synthetic-data is now opt-in only — operators who want demo
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// mode must explicitly set `--source simulated` or `CSI_SOURCE=simulated`.
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let source = match args.source.as_str() {
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"auto" => {
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info!("Auto-detecting data source...");
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@ -6432,10 +6442,23 @@ async fn main() {
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info!(" Windows WiFi detected");
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"wifi"
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} else {
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info!(" No hardware detected, using simulation");
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"simulate"
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error!(
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"No real CSI source detected. Auto-detection refuses to silently \
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fall back to synthetic data because that would expose downstream \
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consumers (/api/v1/sensing/latest, /ws/sensing) to fake telemetry \
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tagged as production. To run with synthetic data, set the source \
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explicitly: --source simulated (or CSI_SOURCE=simulated in Docker). \
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To use real hardware: provision an ESP32 to emit CSI on UDP :{} or \
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install the Windows WiFi capture driver. See \
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https://github.com/ruvnet/RuView/issues/937 for context.",
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args.udp_port
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);
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std::process::exit(78); // EX_CONFIG
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}
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}
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// "simulate" is a synonym for "simulated" (back-compat alias kept so
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// existing operators who already opted in don't get broken by this fix).
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"simulate" => "simulated",
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other => other,
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};
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