diff --git a/api/agent-escalation.json b/api/agent-escalation.json
index ae7007ab5..19e898317 100644
--- a/api/agent-escalation.json
+++ b/api/agent-escalation.json
@@ -1,6 +1,6 @@
 {
   "agent": "V41_Risk_Escalation",
-  "ts": "2026-04-20T11:00:03+02:00",
+  "ts": "2026-04-20T11:15:03+02:00",
   "dg_alerts_active": 0,
   "wevia_life_stats_preview": "File not found.",
   "escalation_rules": {
diff --git a/api/blade-actions-surfaced.json b/api/blade-actions-surfaced.json
index a196c68c4..8ab357a72 100644
--- a/api/blade-actions-surfaced.json
+++ b/api/blade-actions-surfaced.json
@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-04-20T11:15:02.424110",
+  "generated_at": "2026-04-20T11:20:01.155970",
   "stats": {
     "total": 25,
     "pending": 20,
diff --git a/api/blade-heartbeat.json b/api/blade-heartbeat.json
index 020769645..c6eebf4e7 100644
--- a/api/blade-heartbeat.json
+++ b/api/blade-heartbeat.json
@@ -1,8 +1,8 @@
 {
   "status": "ALIVE",
-  "ts": "2026-04-20T11:00:01.996752",
-  "last_heartbeat": "2026-04-20T11:00:01.996752",
-  "last_heartbeat_ts_epoch": 1776675601,
+  "ts": "2026-04-20T11:15:02.388817",
+  "last_heartbeat": "2026-04-20T11:15:02.388817",
+  "last_heartbeat_ts_epoch": 1776676502,
   "tasks_today": 232,
   "tasks_week": 574,
   "agent_id": "blade-ops",
diff --git a/api/mql-scoring-status.json b/api/mql-scoring-status.json
index 69ee84849..909920e55 100644
--- a/api/mql-scoring-status.json
+++ b/api/mql-scoring-status.json
@@ -1,29 +1 @@
-{
-    "ok": true,
-    "agent": "V42_MQL_Scoring_Agent_REAL",
-    "ts": "2026-04-20T09:10:01+00:00",
-    "status": "DEPLOYED_AUTO",
-    "deployed": true,
-    "algorithm": "weighted_behavioral_signals",
-    "signals_tracked": {
-        "wtp_engagement": 10,
-        "chat_engagement": 0,
-        "roi_tool": 0,
-        "email_opened": 0
-    },
-    "avg_score": 2.5,
-    "mql_threshold": 50,
-    "sql_threshold": 75,
-    "leads_captured": 48,
-    "mql_auto_scored": 17,
-    "sql_auto_scored": 7,
-    "mql_auto_pct": 36,
-    "improvement_vs_manual": {
-        "before_manual_pct": 33.3,
-        "after_auto_pct": 36,
-        "delta": 2.700000000000003
-    },
-    "paperclip_db_ok": true,
-    "paperclip_tables": 1,
-    "root_cause_resolved": "Lead Qualification goulet 16pct manual resolved via AUTO behavioral scoring"
-}
+error code: 502
diff --git a/api/nonreg-master.php b/api/nonreg-master.php
index e54f633d6..c64b09f62 100644
--- a/api/nonreg-master.php
+++ b/api/nonreg-master.php
@@ -24,7 +24,16 @@ function api($msg,$mode='full',$to=30){
         CURLOPT_HTTPHEADER=>['Content-Type: application/json','Host: weval-consulting.com','X-Source: nonreg-opus-v4-bypass'],
         CURLOPT_POSTFIELDS=>json_encode(['message'=>$msg,'mode'=>$mode])
     ]);
-    $r=curl_exec($ch);curl_close($ch);return json_decode($r,true)?:[];
+    $r=curl_exec($ch);curl_close($ch);$_d=json_decode($r,true)?:[];
+    // V81: retry on empty response (Cerebras flaky)
+    if (empty($_d['response'] ?? '')) {
+        sleep(2);
+        $ch2=curl_init("https://127.0.0.1/api/weval-ia-full");
+        curl_setopt_array($ch2,[CURLOPT_POST=>1,CURLOPT_RETURNTRANSFER=>1,CURLOPT_TIMEOUT=>$to+10,CURLOPT_SSL_VERIFYPEER=>false,CURLOPT_SSL_VERIFYHOST=>false,CURLOPT_HTTPHEADER=>['Content-Type: application/json','Host: weval-consulting.com','X-Source: nonreg-retry-v81'],CURLOPT_POSTFIELDS=>json_encode(['message'=>$msg,'mode'=>$mode])]);
+        $r2=curl_exec($ch2);curl_close($ch2);$_d2=json_decode($r2,true)?:[];
+        if (!empty($_d2['response'] ?? '')) $_d = $_d2;
+    }
+    return $_d;
 }
 function httpcode($url,$to=8){
     $ch=curl_init($url);curl_setopt_array($ch,[CURLOPT_RETURNTRANSFER=>1,CURLOPT_TIMEOUT=>$to,CURLOPT_FOLLOWLOCATION=>1,CURLOPT_NOBODY=>0,CURLOPT_SSL_VERIFYPEER=>false]);
diff --git a/api/nonreg-opus.php b/api/nonreg-opus.php
index cc311dd0e..dd5f2f7a6 100644
--- a/api/nonreg-opus.php
+++ b/api/nonreg-opus.php
@@ -51,7 +51,16 @@ function api($msg,$mode='full',$to=30){
         CURLOPT_HTTPHEADER=>['Content-Type: application/json','Host: weval-consulting.com','X-Source: nonreg-opus-v4'],
         CURLOPT_POSTFIELDS=>json_encode(['message'=>$msg,'mode'=>$mode])
     ]);
-    $r=curl_exec($ch);curl_close($ch);return json_decode($r,true)?:[];
+    $r=curl_exec($ch);curl_close($ch);$_d=json_decode($r,true)?:[];
+    // V81: retry on empty response (Cerebras flaky)
+    if (empty($_d['response'] ?? '')) {
+        sleep(2);
+        $ch2=curl_init("https://127.0.0.1/api/weval-ia-full");
+        curl_setopt_array($ch2,[CURLOPT_POST=>1,CURLOPT_RETURNTRANSFER=>1,CURLOPT_TIMEOUT=>$to+10,CURLOPT_SSL_VERIFYPEER=>false,CURLOPT_SSL_VERIFYHOST=>false,CURLOPT_HTTPHEADER=>['Content-Type: application/json','Host: weval-consulting.com','X-Source: nonreg-retry-v81'],CURLOPT_POSTFIELDS=>json_encode(['message'=>$msg,'mode'=>$mode])]);
+        $r2=curl_exec($ch2);curl_close($ch2);$_d2=json_decode($r2,true)?:[];
+        if (!empty($_d2['response'] ?? '')) $_d = $_d2;
+    }
+    return $_d;
 }
 
 function exturl($url,$to=10){
diff --git a/api/v83-business-kpi-latest.json b/api/v83-business-kpi-latest.json
index a3d1bb5c4..22ec95933 100644
--- a/api/v83-business-kpi-latest.json
+++ b/api/v83-business-kpi-latest.json
@@ -1,7 +1,7 @@
 {
     "ok": true,
     "version": "V83-business-kpi",
-    "ts": "2026-04-20T09:10:15+00:00",
+    "ts": "2026-04-20T09:15:18+00:00",
     "summary": {
         "total_categories": 7,
         "total_kpis": 56,