diff --git a/scripts/src/hwlab-node-impl.ts b/scripts/src/hwlab-node-impl.ts
index 3fc14316..b091543d 100644
--- a/scripts/src/hwlab-node-impl.ts
+++ b/scripts/src/hwlab-node-impl.ts
@@ -9244,7 +9244,7 @@ function renderWebObserveAnalyzeTable(value: Record<string, unknown>): string {
     ]]),
     "",
     "Rounds:",
-    webObserveTable(["ROUND", "SAMPLES", "LOADING", "MAX_LOAD", "TOTAL_LAST", "RECENT_LAST", "DIAG", "TERMINAL", "PROMPT_HASH"], rounds.length > 0 ? rounds.map((item) => [
+    webObserveTable(["ROUND", "SAMPLES", "LOADING", "MAX_LOAD", "TOTAL_LAST", "RECENT_LAST", "CARD_DIAG", "TERMINAL", "PROMPT_HASH"], rounds.length > 0 ? rounds.map((item) => [
       webObserveText(item.promptIndex),
       webObserveText(item.sampleCount),
       webObserveText(item.loadingSamples),
@@ -10039,7 +10039,7 @@ function renderWebObserveAnalyzeResult(result: Record<string, unknown>): Record<
     rounds.length === 0
       ? "ROUNDS\n-"
       : webObserveTable(
-        ["ROUND", "COMMAND", "SAMPLES", "TOTAL_MAX", "TOTAL_LAST", "RECENT_MAX", "RECENT_LAST", "DIAG", "TERM", "NONMONO", "ELAPSED_JUMP", "JUMP"],
+        ["ROUND", "COMMAND", "SAMPLES", "TOTAL_MAX", "TOTAL_LAST", "RECENT_MAX", "RECENT_LAST", "CARD_DIAG", "TERM", "NONMONO", "ELAPSED_JUMP", "JUMP"],
         rounds.map((item) => [
           item.promptIndex,
           item.promptCommandId,
@@ -10388,6 +10388,10 @@ const slimFindingSample=(value)=>{
     diffKind:short(value.diffKind??value.kind??value.type??value.metric??value.anomaly,48),
     fromValue:value.fromValue??value.beforeValue??null,
     toValue:value.toValue??value.afterValue??null,
+    fromDigest:short(value.fromDigest,80),
+    toDigest:short(value.toDigest,80),
+    previousSeq:value.previousSeq??null,
+    previousTs:short(value.previousTs,32),
     delta:value.delta??null,
     sampleDeltaSeconds:value.sampleDeltaSeconds??null,
     allowedIncreaseSeconds:value.allowedIncreaseSeconds??null,
@@ -10395,12 +10399,12 @@ const slimFindingSample=(value)=>{
     promptIndex:value.promptIndex??null,
     event:short(value.event??value.anomaly,48),
     expectedPattern:short(value.expectedPattern,96),
-    control:compactMetric(controlCount),
-    observer:compactMetric(observerCount),
+    control:compactMetric(controlCount??(value.fromMessageCount!==undefined||value.fromTraceRowCount!==undefined?compactProjectionPair(value.fromMessageCount,value.fromTraceRowCount):undefined)),
+    observer:compactMetric(observerCount??(value.toMessageCount!==undefined||value.toTraceRowCount!==undefined?compactProjectionPair(value.toMessageCount,value.toTraceRowCount):undefined)),
     sessionId:short(value.sessionId??value.routeSessionId??value.activeSessionId??value.controlSessionId??value.observerSessionId??refValue.routeSessionId??refValue.activeSessionId,64),
     path:short(value.path??value.urlPath??value.url??value.controlPath??value.observerPath??refValue.url,120),
     trace:short(trace,120),
-    detail:short(value.detail??(value.messageTextDigestDiff?'messageDigest '+String(value.controlMessageDigest??'-')+' != '+String(value.observerMessageDigest??'-'):undefined)??value.summary??value.message??value.preview??value.expectedPattern,180),
+    detail:short(value.detail??(value.fromDigest||value.toDigest?'digest '+String(value.fromDigest??'-')+' -> '+String(value.toDigest??'-'):undefined)??(value.messageTextDigestDiff?'messageDigest '+String(value.controlMessageDigest??'-')+' != '+String(value.observerMessageDigest??'-'):undefined)??value.summary??value.message??value.preview??value.expectedPattern,180),
     valuesRedacted:true
   };
 };
diff --git a/scripts/src/hwlab-node-web-observe-runner-source.ts b/scripts/src/hwlab-node-web-observe-runner-source.ts
index e4fd9bfd..eccec717 100644
--- a/scripts/src/hwlab-node-web-observe-runner-source.ts
+++ b/scripts/src/hwlab-node-web-observe-runner-source.ts
@@ -2847,7 +2847,22 @@ function buildFindings(samples, control, network, errors, sampleMetrics, promptN
     const pageKey = samplePageKey(sample);
     const previous = previousDigestByPage.get(pageKey);
     const next = digestSample(sample);
-    if (previous && previous.digest !== next && !commandedPromptSeqs.has(sample?.seq) && !nearCommand(sample, commandTimes, alertThresholds.uncommandedStateChangeCommandWindowMs)) uncommandedChanges.push(ref(sample));
+    if (previous && previous.digest !== next && !commandedPromptSeqs.has(sample?.seq) && !nearCommand(sample, commandTimes, alertThresholds.uncommandedStateChangeCommandWindowMs)) {
+      uncommandedChanges.push({
+        ...ref(sample),
+        previousSeq: previous.sample?.seq ?? null,
+        previousTs: previous.sample?.timestamp ?? previous.sample?.ts ?? null,
+        fromDigest: previous.digest,
+        toDigest: next,
+        fromMessageCount: previous.sample?.messageCount ?? previous.sample?.messages?.length ?? null,
+        toMessageCount: sample?.messageCount ?? sample?.messages?.length ?? null,
+        fromTraceRowCount: Array.isArray(previous.sample?.traceRows) ? previous.sample.traceRows.length : previous.sample?.traceRowCount ?? null,
+        toTraceRowCount: Array.isArray(sample?.traceRows) ? sample.traceRows.length : sample?.traceRowCount ?? null,
+        fromPath: previous.sample?.path ?? previous.sample?.urlPath ?? null,
+        toPath: sample?.path ?? sample?.urlPath ?? null,
+        detail: "visible digest changed without nearby command",
+      });
+    }
     previousDigestByPage.set(pageKey, { digest: next, sample });
   }
   if (uncommandedChanges.length > 0) findings.push({ id: "uncommanded-visible-state-change", severity: "amber", summary: "visible message/trace digest changed without a nearby command", count: uncommandedChanges.length, samples: uncommandedChanges.slice(0, 20) });
@@ -2916,6 +2931,10 @@ function buildFindings(samples, control, network, errors, sampleMetrics, promptN
   if (promptFailures.length > 0) findings.push({ id: "prompt-chat-submit-failed", severity: "red", summary: "sendPrompt command had no successful /v1/agent/chat POST response in the sampling window", count: promptFailures.length, rounds: promptFailures.slice(0, 10) });
   const elapsedZeroResets = Array.isArray(sampleMetrics?.turnTimingElapsedZeroResets) ? sampleMetrics.turnTimingElapsedZeroResets : [];
   if (elapsedZeroResets.length > 0) findings.push({ id: "turn-timing-total-elapsed-zero-reset", severity: "red", summary: "Code Agent total elapsed jumped from a non-zero value back to 0 seconds", count: elapsedZeroResets.length, samples: elapsedZeroResets.slice(0, 20) });
+  const elapsedDecreases = Array.isArray(sampleMetrics?.turnTimingNonMonotonic)
+    ? sampleMetrics.turnTimingNonMonotonic.filter((item) => item.metric === "totalElapsedSeconds" && item.anomaly !== "zero-reset")
+    : [];
+  if (elapsedDecreases.length > 0) findings.push({ id: "turn-timing-total-elapsed-decrease", severity: "red", summary: "Code Agent total elapsed decreased between adjacent samples; total elapsed must be monotonic per turn", count: elapsedDecreases.length, samples: elapsedDecreases.slice(0, 20) });
   const elapsedForwardJumps = Array.isArray(sampleMetrics?.turnTimingTotalElapsedForwardJumps) ? sampleMetrics.turnTimingTotalElapsedForwardJumps : [];
   if (elapsedForwardJumps.length > 0) findings.push({ id: "turn-timing-total-elapsed-forward-jump", severity: "red", summary: "Code Agent total elapsed jumped forward faster than browser sample interval", count: elapsedForwardJumps.length, samples: elapsedForwardJumps.slice(0, 20) });
   const terminalElapsedGrowth = Array.isArray(sampleMetrics?.turnTimingTerminalElapsedGrowth) ? sampleMetrics.turnTimingTerminalElapsedGrowth : [];