feat(host): capture-stall watch — DWM-level self-diagnosis for the Exclusive-topology stutter

Field repro (Mounjay, still present on 0.9.0): the ~4 s double-jolt stutter
appears ONLY while the virtual display is the sole active display (Exclusive
topology) and stops the instant Windows switches to Extend — live, both ways.
Cross-project research (Apollo #179/#358/#368/#563/#776, VDD #36, Tom's HW)
points at the display/present path BELOW capture: an inactive-but-connected
DisplayPort head being periodically serviced (standby HPD/AUX/link events),
with a DWM software-vsync clock beat as the secondary (different-signature)
class. Neither ends in anything our recovery-side detector can see unless the
client actually loses data — so give the HOST a direct sensor at the ring:

- StallWatch (idd_push.rs): a >150 ms hole in DWM frame delivery counts as a
  capture stall only when the 8 preceding frames arrived within 400 ms —
  sustained >=20 fps flow, so an idle desktop, a caret blink, or a paused
  video can never trip it. Per-stall debug line; when stalls settle into an
  evenly-spaced multi-second cycle, one rate-limited WARN names the class:
  'capture stalls are METRONOMIC', with the topology=primary/extend and
  refresh-rate leads. Ring-recreate recovery gaps reset the watch (self-
  inflicted, already logged by the recreate path).
- The evenly-spaced-cycle detector moves out of punktfunk1.rs into
  metronome.rs (RecoveryCadence -> Metronome, unchanged logic + tests) so the
  IDR-serve detector and the stall watch share one implementation; the
  recovery WARN now cross-references the capture-stall lines.

Diagnosis map for an Exclusive-mode stutter log: 'slow display-descriptor
poll' = something holds the win32k display lock; 'capture stalls are
METRONOMIC' without it = DWM stopped composing (DP servicing / present
clock, below us); recovery-IDR METRONOMIC alone = frames flowed but clients
lost data. Verified: Linux tests+clippy+fmt clean; Windows (RTX box)
220/220 + clippy clean.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

crates/punktfunk-host/src/capture/windows/idd_push.rs

@@ -565,6 +565,81 @@ impl Drop for DescriptorPoller {
     }
 }
 
+/// A detected capture stall: a multi-hundred-ms hole in DWM's frame delivery that opened while the
+/// desktop was actively composing right beforehand (see [`StallWatch`]).
+struct Stall {
+    /// How long the hole lasted (last fresh frame → the frame that ended it).
+    gap: Duration,
+    /// `Some(mean period)` when this stall completes a metronomic cycle (see
+    /// [`crate::metronome::Metronome`]).
+    metronomic: Option<Duration>,
+}
+
+/// Capture-stall watch — the "sole virtual display" stutter diagnostic (field reports: Exclusive
+/// topology = periodic double-jolt, Extend = smooth, i.e. the disturbance lives in the display/present
+/// path BELOW capture and only while no physical output is active).
+///
+/// On a damage-driven capture an idle desktop legitimately goes quiet (no damage → no frames), so a
+/// gap only counts as a stall when the [`Self::RECENT`] frames before it all arrived within
+/// [`Self::ACTIVE_SPAN`] — sustained ≥ ~20 fps flow (a game or video), not a blinking caret or a
+/// mouse twitch. Each stall feeds a [`crate::metronome::Metronome`], so periodic stalls self-diagnose
+/// in the log WITHOUT needing any client keyframe request — discriminating "DWM stopped composing"
+/// from encode/network causes that the recovery-cadence detector covers. Pure logic — unit-tested
+/// below; the caller does the logging.
+struct StallWatch {
+    /// The last [`Self::RECENT`] fresh-frame instants (pre-gap history for the activity gate).
+    recent: std::collections::VecDeque<Instant>,
+    cadence: crate::metronome::Metronome,
+}
+
+impl StallWatch {
+    /// Frames of pre-gap history that must be tight for flow to count as active. Stalls are thus
+    /// naturally spaced ≥ RECENT frame times apart — no extra log rate limit needed.
+    const RECENT: usize = 8;
+    /// The RECENT pre-gap frames must all fit in this span (8 frames in 400 ms ≈ ≥ 20 fps flow —
+    /// loose enough for a 30 fps-capped game, tight enough to reject idle-desktop damage).
+    const ACTIVE_SPAN: Duration = Duration::from_millis(400);
+    /// The smallest hole that counts as a stall (~9 missed frames at 60 Hz) — well below the
+    /// reported 300–700 ms freezes, above encode/present jitter.
+    const STALL_MIN: Duration = Duration::from_millis(150);
+
+    fn new() -> Self {
+        Self {
+            recent: std::collections::VecDeque::with_capacity(Self::RECENT + 1),
+            cadence: crate::metronome::Metronome::new(),
+        }
+    }
+
+    /// Forget the flow history (a ring recreate's gap is self-inflicted, not a DWM stall — without
+    /// the reset the first post-recreate frame would read as one).
+    fn reset(&mut self) {
+        self.recent.clear();
+    }
+
+    /// Record a fresh driver frame at `now`; `Some` exactly when it ended a stall.
+    fn note_fresh(&mut self, now: Instant) -> Option<Stall> {
+        let was_active = self.recent.len() == Self::RECENT
+            && self
+                .recent
+                .back()
+                .zip(self.recent.front())
+                .is_some_and(|(b, f)| b.duration_since(*f) <= Self::ACTIVE_SPAN);
+        let gap = self.recent.back().map(|last| now.duration_since(*last));
+        self.recent.push_back(now);
+        if self.recent.len() > Self::RECENT {
+            self.recent.pop_front();
+        }
+        let gap = gap?;
+        if !was_active || gap < Self::STALL_MIN {
+            return None;
+        }
+        Some(Stall {
+            gap,
+            metronomic: self.cadence.note(now),
+        })
+    }
+}
+
 pub struct IddPushCapturer {
     device: ID3D11Device,
     context: ID3D11DeviceContext,
@@ -615,6 +690,10 @@ pub struct IddPushCapturer {
     last_liveness: Instant,
     /// Rate-limits the mid-session [`kick_dwm_compose`] nudge (recovery window only).
     last_kick: Instant,
+    /// Capture-stall watch (see [`StallWatch`]): flags multi-hundred-ms DWM composition holes
+    /// during active flow and warns when they turn metronomic — the sole-virtual-display
+    /// periodic-stutter diagnostic.
+    stall_watch: StallWatch,
     /// Host-owned ROTATING output ring NVENC encodes (one YUV texture per slot). Rotating it per frame
     /// is the precondition for pipelining the encode loop: while NVENC encodes frame N's texture on the
     /// ASIC, frame N+1's convert writes a DIFFERENT texture — the two overlap. Format = `out_format()`:
@@ -995,6 +1074,7 @@ impl IddPushCapturer {
                 last_fresh: Instant::now(),
                 last_liveness: Instant::now(),
                 last_kick: Instant::now(),
+                stall_watch: StallWatch::new(),
                 out_ring: Vec::new(),
                 out_idx: 0,
                 video_conv: None,
@@ -1441,8 +1521,34 @@ impl IddPushCapturer {
         self.out_idx = (i + 1) % self.out_ring.len();
         self.last_seq = seq;
         self.last_present = Some((out.clone(), pf));
-        self.recovering_since = None; // a fresh frame resumed → recovered
-        self.last_fresh = Instant::now(); // feeds the driver-death watch
+        let now = Instant::now();
+        if self.recovering_since.take().is_some() {
+            // A fresh frame resumed → recovered. The recovery gap is self-inflicted (ring
+            // recreate, already logged by the recreate path) — reset the stall watch so it
+            // doesn't read as a DWM stall.
+            self.stall_watch.reset();
+        } else if let Some(stall) = self.stall_watch.note_fresh(now) {
+            // debug (not warn): a single hole also happens when content legitimately pauses;
+            // the reportable signal is the metronomic cycle below. Mounjay-class triage runs
+            // at debug level, and the web-console debug ring captures these.
+            tracing::debug!(
+                gap_ms = stall.gap.as_millis() as u64,
+                "IDD-push capture stall — the desktop was composing at speed, then DWM \
+                 delivered no frame for the gap; the present path stalled below capture"
+            );
+            if let Some(period) = stall.metronomic {
+                tracing::warn!(
+                    period_s = format!("{:.2}", period.as_secs_f64()),
+                    "capture stalls are METRONOMIC — DWM stops composing the virtual display \
+                     on a stable period, i.e. a periodic display-path disturbance BELOW \
+                     capture (DWM present clock / GPU driver / display-poller software). \
+                     Correlate with 'slow display-descriptor poll'; if that never fires, the \
+                     disturbance is outside punktfunk — try display topology=primary or \
+                     extend (keep a physical output active), or a different refresh rate"
+                );
+            }
+        }
+        self.last_fresh = now; // feeds the driver-death watch
         Ok(Some(CapturedFrame {
             width: self.width,
             height: self.height,
@@ -1576,3 +1682,99 @@ impl Drop for IddPushCapturer {
         // `design/idd-push-security.md`). _keepalive drops after, REMOVEing the virtual display.
     }
 }
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    /// Feed a [`StallWatch`] fresh frames at the given offsets (ms from a common origin) and
+    /// return what each `note_fresh` produced.
+    fn watch_run(offsets_ms: &[u64]) -> Vec<Option<Stall>> {
+        let base = Instant::now();
+        let mut w = StallWatch::new();
+        offsets_ms
+            .iter()
+            .map(|ms| w.note_fresh(base + Duration::from_millis(*ms)))
+            .collect()
+    }
+
+    /// 60 fps flow (16 ms cadence) for `frames` frames starting at `start_ms`, appended to `out`.
+    fn flow(out: &mut Vec<u64>, start_ms: u64, frames: u64) {
+        out.extend((0..frames).map(|i| start_ms + i * 16));
+    }
+
+    #[test]
+    fn stall_detected_after_active_flow() {
+        // 20 frames of 60 fps flow, then a 300 ms hole — the resuming frame reads as a stall.
+        let mut t = Vec::new();
+        flow(&mut t, 0, 20); // last frame at 304 ms
+        t.push(604);
+        let out = watch_run(&t);
+        assert!(out[..20].iter().all(Option::is_none));
+        let stall = out[20].as_ref().expect("hole after active flow is a stall");
+        assert_eq!(stall.gap.as_millis(), 300);
+        assert!(stall.metronomic.is_none(), "one stall is not a cycle");
+    }
+
+    #[test]
+    fn idle_desktop_gaps_are_not_stalls() {
+        // Caret-blink damage: frames ~530 ms apart — the activity gate never opens, so neither
+        // the blink gaps nor a long idle hole count.
+        let t: Vec<u64> = (0..12).map(|i| i * 530).chain([20_000]).collect();
+        assert!(watch_run(&t).iter().all(Option::is_none));
+    }
+
+    #[test]
+    fn thirty_fps_content_still_qualifies_as_active() {
+        // A 30 fps-capped game (33 ms cadence): 8 pre-gap frames span 231 ms ≤ ACTIVE_SPAN, so a
+        // 200 ms hole still reads as a stall.
+        let mut t: Vec<u64> = (0..10).map(|i| i * 33).collect(); // last at 297 ms
+        t.push(497);
+        let out = watch_run(&t);
+        assert!(out[10].is_some(), "30 fps flow must pass the activity gate");
+    }
+
+    #[test]
+    fn metronomic_stalls_self_diagnose() {
+        // The field signature: ~300 ms DWM holes every 4 s inside 60 fps flow. Stalls land at the
+        // cycle BOUNDARIES (5 cycles → 4 stalls); the 4th completes the metronome streak and
+        // reports the ~4 s period.
+        let mut t = Vec::new();
+        for cycle in 0..5u64 {
+            // ~3.7 s of flow, then the hole to the next cycle start.
+            flow(&mut t, cycle * 4_000, 232); // last frame at cycle*4000 + 3696
+        }
+        let out = watch_run(&t);
+        let stalls: Vec<&Stall> = out.iter().flatten().collect();
+        assert_eq!(stalls.len(), 4, "each cycle boundary is one stall");
+        assert!(stalls[..3].iter().all(|s| s.metronomic.is_none()));
+        let period = stalls[3]
+            .metronomic
+            .expect("the 4th evenly-spaced event completes the metronome streak");
+        assert!(
+            (period.as_secs_f64() - 4.0).abs() < 0.3,
+            "period={period:?}"
+        );
+    }
+
+    #[test]
+    fn reset_swallows_the_recreate_gap() {
+        // Active flow, then a ring recreate (reset), then flow resumes 800 ms later — the resume
+        // frame must NOT read as a stall, and detection re-arms afterwards.
+        let base = Instant::now();
+        let at = |ms: u64| base + Duration::from_millis(ms);
+        let mut w = StallWatch::new();
+        for i in 0..20u64 {
+            assert!(w.note_fresh(at(i * 16)).is_none());
+        }
+        w.reset();
+        assert!(w.note_fresh(at(1_104)).is_none(), "recreate gap swallowed");
+        for i in 1..20u64 {
+            assert!(w.note_fresh(at(1_104 + i * 16)).is_none());
+        }
+        assert!(
+            w.note_fresh(at(1_104 + 19 * 16 + 300)).is_some(),
+            "detection re-armed after the reset"
+        );
+    }
+}

crates/punktfunk-host/src/main.rs

@@ -50,6 +50,7 @@ mod install;
 mod interactive;
 mod library;
 mod log_capture;
+mod metronome;
 mod mgmt;
 mod mgmt_token;
 mod native_pairing;
@@ -213,9 +214,9 @@ fn real_main() -> Result<()> {
         // Zero-copy FFI/GPU probe: init the EGL importer + CUDA context (no capture needed).
         #[cfg(target_os = "linux")]
         Some("zerocopy-probe") => zerocopy::probe(),
-        // Hidden: the isolated GPU-import worker the capture path spawns from /proc/self/exe
-        // (design/zerocopy-worker-isolation.md) — never run by hand; --fd names the inherited
-        // socketpair end.
+        // Hidden: the isolated GPU-import worker the capture path spawns from a pinned fd to its
+        // own executable image (design/zerocopy-worker-isolation.md) — never run by hand; --fd
+        // names the inherited socketpair end.
         #[cfg(target_os = "linux")]
         Some("zerocopy-worker") => zerocopy::worker::run_from_args(&args[1..]),
         // NV12 colour self-test (no display/capture needed): convert a known RGBA pattern to NV12

crates/punktfunk-host/src/metronome.rs

@@ -0,0 +1,151 @@
+//! Detector for METRONOMIC event cycles — evenly-spaced disturbances repeating every few seconds.
+//!
+//! The "periodic double-jolt" symptom class field reports keep describing is a host/display-side
+//! disturbance on a stable multi-second period (display-topology churn, display-poller software,
+//! virtual-display present timing). Random network loss is bursty and irregular; a stable period is
+//! a machine, and saying so in the host log turns a "nothing in the logs :/" report into a
+//! self-diagnosis. Two feeds today: served client-recovery IDRs (`punktfunk1`) and IDD-push capture
+//! stalls (`capture::windows::idd_push`).
+
+use std::collections::VecDeque;
+use std::time::{Duration, Instant};
+
+/// Pure evenly-spaced-events detector (unit-tested below).
+///
+/// Events within [`Self::COALESCE`] count as ONE (a double-jolt's paired disturbances — e.g. the
+/// cooldown re-issue of a lost keyframe ~0.7 s after the first — are one user-visible cycle). When
+/// the gaps between the last [`Self::STREAK`] events are all within ±[`Self::TOLERANCE`] of their
+/// mean, [`Self::note`] returns the mean period for the caller to warn with, then stays quiet for
+/// [`Self::REWARN`] while the cycle persists.
+pub(crate) struct Metronome {
+    events: VecDeque<Instant>,
+    last_warn: Option<Instant>,
+}
+
+impl Metronome {
+    /// Events closer together than this are the same user-visible disturbance.
+    const COALESCE: Duration = Duration::from_millis(1500);
+    /// Consecutive evenly-spaced events before the cycle counts as metronomic.
+    const STREAK: usize = 4;
+    /// "Evenly spaced" = every gap within this fraction of the mean gap.
+    const TOLERANCE: f64 = 0.2;
+    /// Once warned, re-warn at most this often while the cycle persists.
+    const REWARN: Duration = Duration::from_secs(30);
+
+    pub(crate) fn new() -> Self {
+        Self {
+            events: VecDeque::new(),
+            last_warn: None,
+        }
+    }
+
+    /// Record a disturbance at `now`; `Some(mean period)` exactly when the metronomic-cycle
+    /// warning should fire.
+    pub(crate) fn note(&mut self, now: Instant) -> Option<Duration> {
+        if self
+            .events
+            .back()
+            .is_some_and(|last| now.duration_since(*last) < Self::COALESCE)
+        {
+            return None;
+        }
+        self.events.push_back(now);
+        if self.events.len() > Self::STREAK {
+            self.events.pop_front();
+        }
+        if self.events.len() < Self::STREAK {
+            return None;
+        }
+        let gaps: Vec<f64> = self
+            .events
+            .iter()
+            .zip(self.events.iter().skip(1))
+            .map(|(a, b)| b.duration_since(*a).as_secs_f64())
+            .collect();
+        let mean = gaps.iter().sum::<f64>() / gaps.len() as f64;
+        if mean <= 0.0
+            || gaps
+                .iter()
+                .any(|g| (g - mean).abs() > mean * Self::TOLERANCE)
+        {
+            return None;
+        }
+        if self
+            .last_warn
+            .is_some_and(|t| now.duration_since(t) < Self::REWARN)
+        {
+            return None;
+        }
+        self.last_warn = Some(now);
+        Some(Duration::from_secs_f64(mean))
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    /// Feed a [`Metronome`] a schedule of event offsets (ms from a common origin) and return
+    /// what each `note` produced.
+    fn cadence_run(offsets_ms: &[u64]) -> Vec<Option<Duration>> {
+        let base = Instant::now();
+        let mut c = Metronome::new();
+        offsets_ms
+            .iter()
+            .map(|ms| c.note(base + Duration::from_millis(*ms)))
+            .collect()
+    }
+
+    #[test]
+    fn cadence_detects_metronomic_events() {
+        // Four events ~4 s apart (±5%) → the fourth trips the detector at ~4 s.
+        let out = cadence_run(&[0, 4_000, 8_100, 11_950]);
+        assert_eq!(out[..3], [None, None, None]);
+        let period = out[3].expect("metronomic series must be detected");
+        assert!(
+            (period.as_secs_f64() - 3.98).abs() < 0.2,
+            "period={period:?}"
+        );
+    }
+
+    #[test]
+    fn cadence_coalesces_double_jolt_pairs() {
+        // The field signature: a jolt pair (second event ~0.7 s after the first, e.g. the IDR
+        // cooldown re-issue) every ~4 s. Each pair is ONE event; detection still lands on the
+        // ~4 s cycle.
+        let out = cadence_run(&[
+            0, 700, // pair 1
+            4_000, 4_700, // pair 2
+            8_000, 8_650,  // pair 3
+            12_000, // pair 4 (first event trips it)
+        ]);
+        assert!(out[..6].iter().all(Option::is_none));
+        let period = out[6].expect("coalesced pairs must still read as a 4 s cycle");
+        assert!(
+            (period.as_secs_f64() - 4.0).abs() < 0.2,
+            "period={period:?}"
+        );
+    }
+
+    #[test]
+    fn cadence_ignores_irregular_bursts() {
+        // Genuine Wi-Fi-style loss: irregular gaps → never flagged.
+        assert!(cadence_run(&[0, 2_000, 9_000, 12_500, 21_000])
+            .iter()
+            .all(Option::is_none));
+    }
+
+    #[test]
+    fn cadence_rewarns_at_most_every_30s() {
+        // A persisting 4 s cycle: warn on the 4th event (t=12 s), then stay quiet until ≥30 s
+        // past the warn — the t=44 s event (index 11) is the first at or beyond t=42 s.
+        let offsets: Vec<u64> = (0..12).map(|i| i * 4_000).collect();
+        let out = cadence_run(&offsets);
+        let warned: Vec<usize> = out
+            .iter()
+            .enumerate()
+            .filter_map(|(i, o)| o.map(|_| i))
+            .collect();
+        assert_eq!(warned, vec![3, 11], "warn indices");
+    }
+}

crates/punktfunk-host/src/punktfunk1.rs

@@ -3230,82 +3230,6 @@ struct SessionContext {
     launch: Option<String>,
 }
 
-/// Detector for METRONOMIC client keyframe-recovery cycles — the "periodic double-jolt" symptom
-/// class field reports keep describing: a host/display-side disturbance repeating every few
-/// seconds (display-topology churn, display-poller software, virtual-display timing), where each
-/// cycle ends in a client keyframe request the host serves. Random network loss is bursty and
-/// irregular; a stable period is a machine, and saying so in the host log turns a "nothing in the
-/// logs :/" report into a self-diagnosis.
-///
-/// Served forced IDRs within [`Self::COALESCE`] count as ONE event (a double-jolt's paired IDRs —
-/// the cooldown re-issue of a lost keyframe — are one user-visible disturbance). When the gaps
-/// between the last [`Self::STREAK`] events are all within ±[`Self::TOLERANCE`] of their mean,
-/// [`Self::note`] returns the mean period for the caller to warn with, then stays quiet for
-/// [`Self::REWARN`] while the cycle persists. Pure logic — unit-tested below.
-struct RecoveryCadence {
-    events: std::collections::VecDeque<std::time::Instant>,
-    last_warn: Option<std::time::Instant>,
-}
-
-impl RecoveryCadence {
-    /// Serves closer together than this are the same user-visible disturbance.
-    const COALESCE: std::time::Duration = std::time::Duration::from_millis(1500);
-    /// Consecutive evenly-spaced events before the cycle counts as metronomic.
-    const STREAK: usize = 4;
-    /// "Evenly spaced" = every gap within this fraction of the mean gap.
-    const TOLERANCE: f64 = 0.2;
-    /// Once warned, re-warn at most this often while the cycle persists.
-    const REWARN: std::time::Duration = std::time::Duration::from_secs(30);
-
-    fn new() -> Self {
-        Self {
-            events: std::collections::VecDeque::new(),
-            last_warn: None,
-        }
-    }
-
-    /// Record a served client-recovery IDR at `now`; `Some(mean period)` exactly when the
-    /// metronomic-cycle warning should fire.
-    fn note(&mut self, now: std::time::Instant) -> Option<std::time::Duration> {
-        if self
-            .events
-            .back()
-            .is_some_and(|last| now.duration_since(*last) < Self::COALESCE)
-        {
-            return None;
-        }
-        self.events.push_back(now);
-        if self.events.len() > Self::STREAK {
-            self.events.pop_front();
-        }
-        if self.events.len() < Self::STREAK {
-            return None;
-        }
-        let gaps: Vec<f64> = self
-            .events
-            .iter()
-            .zip(self.events.iter().skip(1))
-            .map(|(a, b)| b.duration_since(*a).as_secs_f64())
-            .collect();
-        let mean = gaps.iter().sum::<f64>() / gaps.len() as f64;
-        if mean <= 0.0
-            || gaps
-                .iter()
-                .any(|g| (g - mean).abs() > mean * Self::TOLERANCE)
-        {
-            return None;
-        }
-        if self
-            .last_warn
-            .is_some_and(|t| now.duration_since(t) < Self::REWARN)
-        {
-            return None;
-        }
-        self.last_warn = Some(now);
-        Some(std::time::Duration::from_secs_f64(mean))
-    }
-}
-
 fn virtual_stream(ctx: SessionContext) -> Result<()> {
     // This thread runs the capture+encode loop (single-process — the only topology: Linux portal /
     // synthetic, Windows in-process IDD-push). Elevate it so a CPU-heavy game can't deschedule our GPU
@@ -3521,8 +3445,8 @@ fn virtual_stream(ctx: SessionContext) -> Result<()> {
     // opening GOP, instead of answering it with a redundant second IDR.
     let mut last_forced_idr: Option<std::time::Instant> = Some(std::time::Instant::now());
     // Self-diagnosis for the periodic-stutter class: warns when the served recovery IDRs settle
-    // into a stable multi-second rhythm (see [`RecoveryCadence`]).
-    let mut recovery_cadence = RecoveryCadence::new();
+    // into a stable multi-second rhythm (see [`crate::metronome::Metronome`]).
+    let mut recovery_cadence = crate::metronome::Metronome::new();
     // Per-stage latency breakdown (PUNKTFUNK_PERF): per-call µs for the GPU-bound stages so we see
     // exactly where the capture→encoded latency goes — cap=try_latest (ring read + colour convert),
     // submit=encode_picture launch, wait=lock_bitstream (the scheduling wait + ASIC encode, the one
@@ -3733,7 +3657,7 @@ fn virtual_stream(ctx: SessionContext) -> Result<()> {
                          disturbance (display-topology churn, display-poller software, \
                          virtual-display timing) is the likely cause, not random network loss; \
                          correlate with 'slow display-descriptor poll' / 'display descriptor \
-                         changed' lines"
+                         changed' / 'IDD-push capture stall' lines"
                     );
                 }
             }
@@ -4425,69 +4349,6 @@ mod tests {
         assert_eq!(dec, snap);
     }
 
-    /// Feed [`RecoveryCadence`] a schedule of event offsets (ms from a common origin) and return
-    /// what each `note` produced.
-    fn cadence_run(offsets_ms: &[u64]) -> Vec<Option<std::time::Duration>> {
-        let base = std::time::Instant::now();
-        let mut c = RecoveryCadence::new();
-        offsets_ms
-            .iter()
-            .map(|ms| c.note(base + std::time::Duration::from_millis(*ms)))
-            .collect()
-    }
-
-    #[test]
-    fn cadence_detects_metronomic_recoveries() {
-        // Four IDR serves ~4 s apart (±5%) → the fourth trips the detector at ~4 s.
-        let out = cadence_run(&[0, 4_000, 8_100, 11_950]);
-        assert_eq!(out[..3], [None, None, None]);
-        let period = out[3].expect("metronomic series must be detected");
-        assert!(
-            (period.as_secs_f64() - 3.98).abs() < 0.2,
-            "period={period:?}"
-        );
-    }
-
-    #[test]
-    fn cadence_coalesces_double_jolt_pairs() {
-        // The field signature: a jolt pair (second IDR ~0.7 s after the first, the cooldown
-        // re-issue) every ~4 s. Each pair is ONE event; detection still lands on the ~4 s cycle.
-        let out = cadence_run(&[
-            0, 700, // pair 1
-            4_000, 4_700, // pair 2
-            8_000, 8_650,  // pair 3
-            12_000, // pair 4 (first serve trips it)
-        ]);
-        assert!(out[..6].iter().all(Option::is_none));
-        let period = out[6].expect("coalesced pairs must still read as a 4 s cycle");
-        assert!(
-            (period.as_secs_f64() - 4.0).abs() < 0.2,
-            "period={period:?}"
-        );
-    }
-
-    #[test]
-    fn cadence_ignores_irregular_bursts() {
-        // Genuine Wi-Fi-style loss: irregular gaps → never flagged.
-        assert!(cadence_run(&[0, 2_000, 9_000, 12_500, 21_000])
-            .iter()
-            .all(Option::is_none));
-    }
-
-    #[test]
-    fn cadence_rewarns_at_most_every_30s() {
-        // A persisting 4 s cycle: warn on the 4th event (t=12 s), then stay quiet until ≥30 s
-        // past the warn — the t=44 s event (index 11) is the first at or beyond t=42 s.
-        let offsets: Vec<u64> = (0..12).map(|i| i * 4_000).collect();
-        let out = cadence_run(&offsets);
-        let warned: Vec<usize> = out
-            .iter()
-            .enumerate()
-            .filter_map(|(i, o)| o.map(|_| i))
-            .collect();
-        assert_eq!(warned, vec![3, 11], "warn indices");
-    }
-
     #[test]
     fn adapt_fec_maps_loss_to_recovery_band() {
         // A perfectly clean window (0 loss) lands on the floor.