diff --git a/api/agent-disk-monitor.json b/api/agent-disk-monitor.json
index 3e51b50ad..477952530 100644
--- a/api/agent-disk-monitor.json
+++ b/api/agent-disk-monitor.json
@@ -1,6 +1,6 @@
 {
   "agent": "V41_Disk_Monitor",
-  "ts": "2026-04-22T10:30:01+02:00",
+  "ts": "2026-04-22T11:00:01+02:00",
   "disk_pct": 86,
   "disk_free_gb": 22,
   "growth_per_day_gb": 1.5,
diff --git a/api/agent-linkedin-sourcing.json b/api/agent-linkedin-sourcing.json
index a059ba399..115f00550 100644
--- a/api/agent-linkedin-sourcing.json
+++ b/api/agent-linkedin-sourcing.json
@@ -1,6 +1,6 @@
 {
   "agent": "V61_LinkedIn_Sourcing",
-  "ts": "2026-04-21T11:00:02+02:00",
+  "ts": "2026-04-22T11:00:01+02:00",
   "icp_count": 39,
   "icp_source": "V46 39 ICP Pharma/Banque/Retail/Public Maghreb+MENA",
   "api_keys_configured": {
diff --git a/api/ambre-ctx.php b/api/ambre-ctx.php
new file mode 100644
index 000000000..05e26d951
--- /dev/null
+++ b/api/ambre-ctx.php
@@ -0,0 +1,5 @@
+<?php
+header("Content-Type: text/plain");
+$c = @file_get_contents("/var/www/html/wevia.html");
+echo "=== around 94630 (phase result) ===\n";
+echo substr($c, 94500, 1500);
diff --git a/api/ambre-find-mermaid.php b/api/ambre-find-mermaid.php
new file mode 100644
index 000000000..0cc88d111
--- /dev/null
+++ b/api/ambre-find-mermaid.php
@@ -0,0 +1,29 @@
+<?php
+header("Content-Type: text/plain");
+$c = @file_get_contents("/var/www/html/wevia.html");
+
+// Look for the Result/Resultat etape 5 rendering in V5-CLAUDE-PATTERN (now V5-WEVIA-PATTERN)
+// Find where the result appears
+$pos = strpos($c, "Resultat");
+while ($pos !== false) {
+    $ctx = substr($c, max(0, $pos - 100), 600);
+    if (strpos($ctx, "schema") !== false || strpos($ctx, "Mermaid") !== false || strpos($ctx, "mermaid") !== false) {
+        echo "=== Context at $pos ===\n";
+        echo $ctx;
+        echo "\n\n---\n";
+    }
+    $pos = strpos($c, "Resultat", $pos + 1);
+}
+
+// Find how the final SVG is supposed to render
+echo "\n\n=== Search mermaid.render in wevia.html ===\n";
+if (preg_match_all('/mermaid\.render\([^)]+\)/', $c, $m)) {
+    foreach (array_slice($m[0], 0, 5) as $match) echo "  $match\n";
+}
+
+// Find the Schema rendering fct
+echo "\n=== Search Schema Mermaid rendering code ===\n";
+$pos = strpos($c, "Schema Mermaid:");
+if ($pos !== false) {
+    echo substr($c, max(0, $pos - 200), 800);
+}
diff --git a/api/ambre-find-result.php b/api/ambre-find-result.php
new file mode 100644
index 000000000..b0403dbc8
--- /dev/null
+++ b/api/ambre-find-result.php
@@ -0,0 +1,28 @@
+<?php
+header("Content-Type: text/plain");
+$c = @file_get_contents("/var/www/html/wevia.html");
+
+// Find how the result payload is handled in SSE (type === "result")
+$pos = strpos($c, "type === 'result'");
+while ($pos !== false && $pos < 250000) {
+    echo "=== Position $pos ===\n";
+    echo substr($c, $pos, 800);
+    echo "\n\n---\n";
+    $pos = strpos($c, "type === 'result'", $pos + 10);
+    if ($pos > strpos($c, "type === 'result'") + 100) break;
+}
+// Also check the 'schema' output handling
+$pos2 = strpos($c, "Schema Mermaid");
+echo "\n\n=== Schema Mermaid: $pos2 ===\n";
+if ($pos2 !== false) echo substr($c, max(0, $pos2 - 500), 1200);
+
+// Check if the result step handles mermaid_code field
+echo "\n\n=== Look for mermaid_code field handler ===\n";
+if (preg_match_all('/mermaid_code[^,;]{0,300}/', $c, $m)) {
+    foreach (array_slice($m[0], 0, 5) as $match) echo "  " . substr($match, 0, 200) . "\n";
+}
+
+// Also Resultat phase 5/5 rendering
+$pos3 = strpos($c, "Resultat");
+echo "\n\n=== Resultat: $pos3 ===\n";
+if ($pos3 !== false) echo substr($c, max(0, $pos3 - 100), 900);
diff --git a/api/ambre-find-result2.php b/api/ambre-find-result2.php
new file mode 100644
index 000000000..8f712b64c
--- /dev/null
+++ b/api/ambre-find-result2.php
@@ -0,0 +1,28 @@
+<?php
+header("Content-Type: text/plain");
+$c = @file_get_contents("/var/www/html/wevia.html");
+
+// Find "Resultat" encoded  
+echo "=== Stage 5/5 result patterns ===\n";
+foreach (["'result'", "\"result\"", "R\u00e9sultat", "Schema Mermaid", "phase.*result", "etape.*5"] as $pat) {
+    if (preg_match_all("/$pat/", $c, $m, PREG_OFFSET_CAPTURE)) {
+        echo "  '$pat' matches at: ";
+        foreach (array_slice($m[0], 0, 3) as $hit) echo $hit[1] . " ";
+        echo "\n";
+    }
+}
+
+// Find the SSE result handler code
+$pos = strpos($c, "type === 'result'");
+if ($pos === false) $pos = strpos($c, "type=='result'");
+if ($pos === false) $pos = strpos($c, "=== \"result\"");
+echo "\n=== result type at: $pos ===\n";
+if ($pos !== false) {
+    echo substr($c, $pos, 1200);
+}
+
+// Also search the output_data or schema_url handling
+echo "\n\n=== schema_url / output_data ===\n";
+if (preg_match_all('/schema_url|output_data|schema_content/', $c, $m)) {
+    foreach ($m[0] as $match) echo "  $match\n";
+}
diff --git a/api/ambre-rename-claude.php b/api/ambre-rename-claude.php
new file mode 100644
index 000000000..2fec6ec2c
--- /dev/null
+++ b/api/ambre-rename-claude.php
@@ -0,0 +1,55 @@
+<?php
+header("Content-Type: application/json");
+$path = "/var/www/html/wevia.html";
+$c = @file_get_contents($path);
+$orig = strlen($c);
+$changes = [];
+
+// Fix 1: rename "WEVIA Claude-pattern" in header
+$c_new = preg_replace("/<strong>WEVIA Claude[- ]?pattern<\/strong>/i", "<strong>WEVIA-pattern</strong>", $c);
+$c_new = preg_replace("/WEVIA Claude[- ]?pattern/", "WEVIA-pattern", $c_new);
+if ($c_new !== $c) {
+    $changes[] = "renamed_WEVIA_Claude_pattern";
+    $c = $c_new;
+}
+
+// Fix 2: Remove any "Claude" mentions in phase labels
+$c_new = str_replace("Claude Pattern", "WEVIA-Pattern", $c);
+$c_new = str_replace("claude-pattern", "wevia-pattern", $c_new);
+$c_new = str_replace("Claude-pattern", "WEVIA-pattern", $c_new);
+if ($c_new !== $c) {
+    $changes[] = "renamed_claude_pattern_generic";
+    $c = $c_new;
+}
+
+// Fix 3: Remove mentions of "Claude" alone that are confidential
+// But KEEP internal vars like _claude_xxx since they're code
+// Target ONLY user-facing strings (between quotes or HTML text)
+$user_facing_replacements = [
+    "'Claude'" => "'WEVIA'",
+    "\"Claude\"" => "\"WEVIA\"",
+    ">Claude<" => ">WEVIA<",
+    "'Claude pattern'" => "'WEVIA pattern'",
+    "\"Claude pattern\"" => "\"WEVIA pattern\"",
+];
+foreach ($user_facing_replacements as $k => $v) {
+    if (strpos($c, $k) !== false) {
+        $c = str_replace($k, $v, $c);
+        $changes[] = "replaced_" . md5($k);
+    }
+}
+
+// Verify no more "Claude-pattern" in UI
+$out_count = substr_count($c, "Claude-pattern") + substr_count($c, "Claude pattern") + substr_count($c, "Claude Pattern");
+
+$backup = "/opt/wevads/vault/wevia.html.GOLD-" . date("Ymd-His") . "-wave263-rename";
+@copy($path, $backup);
+$wrote = @file_put_contents($path, $c);
+
+echo json_encode([
+    "delta" => strlen($c) - $orig,
+    "wrote" => $wrote,
+    "backup" => basename($backup),
+    "changes" => $changes,
+    "remaining_claude_pattern_count" => $out_count,
+]);
diff --git a/api/ambre-scan-claude.php b/api/ambre-scan-claude.php
new file mode 100644
index 000000000..9fadee2f2
--- /dev/null
+++ b/api/ambre-scan-claude.php
@@ -0,0 +1,43 @@
+<?php
+header("Content-Type: application/json");
+$out = [];
+
+// Files that render "Claude" or "Claude-pattern" badge VISIBLE on public wevia.html
+$w = @file_get_contents("/var/www/html/wevia.html");
+$out["wevia_html"] = [
+    "size" => strlen($w),
+    "claude_text_count" => substr_count($w, "Claude"),
+    "claude_pattern_count" => preg_match_all("/Claude[\s\-]?pattern/i", $w),
+    "WEVIA_Claude_pattern" => substr_count($w, "WEVIA Claude-pattern"),
+    "Claude_pattern_span" => preg_match_all("/<span[^>]*>Claude[\s\-]?[Pp]attern/i", $w),
+];
+
+// Find the exact rendering in wevia.html
+$pos = strpos($w, "Claude-pattern");
+if ($pos === false) $pos = strpos($w, "Claude pattern");  
+if ($pos === false) $pos = strpos($w, "WEVIA Claude");
+if ($pos !== false) $out["wevia_context"] = substr($w, max(0, $pos - 200), 500);
+
+// Mermaid generator - check output
+$mp = @file_get_contents("/var/www/html/api/ambre-tool-mermaid.php");
+$out["mermaid_tool"] = [
+    "size" => strlen($mp ?? ""),
+    "exists" => file_exists("/var/www/html/api/ambre-tool-mermaid.php"),
+];
+
+// Find V5-claude-pattern source
+$out["claude_pattern_sources"] = trim(@shell_exec("grep -lE 'claude[- ]?pattern|Claude[- ]?[Pp]attern' /var/www/html/wevia.html /var/www/html/*.html /var/www/html/api/*.php 2>/dev/null | head -10"));
+
+// Check V5-CLAUDE-PATTERN block in wevia.html
+if (preg_match("/\/\/ === AMBRE-V5-CLAUDE-PATTERN.{0,10000}\/\/ === END AMBRE-V5-CLAUDE-PATTERN/s", $w, $m)) {
+    $out["v5_block_size"] = strlen($m[0]);
+    // Extract the rendered badges
+    if (preg_match_all('/["\']WEVIA[^"\']*Claude[^"\']*pattern[^"\']*["\']/', $m[0], $badges)) {
+        $out["v5_badges"] = $badges[0];
+    }
+    if (preg_match_all('/["\']WEVIA[- ]?pattern["\']/i', $m[0], $badges2)) {
+        $out["v5_badges_alt"] = $badges2[0];
+    }
+}
+
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
diff --git a/api/architecture-scan.json b/api/architecture-scan.json
index a31af2c7e..e69de29bb 100644
--- a/api/architecture-scan.json
+++ b/api/architecture-scan.json
@@ -1,1971 +0,0 @@
-{
-    "generated": "2026-04-22 08:30:01",
-    "version": "1.0",
-    "servers": [
-        {
-            "id": "S204",
-            "ip": "204.168.152.13",
-            "private": "10.1.0.2",
-            "role": "PRIMARY",
-            "ssh": 49222,
-            "disk_pct": 86,
-            "disk_avail": "22G",
-            "uptime": "up 1 week, 22 hours, 38 minutes",
-            "nginx": "active",
-            "php_fpm": "active",
-            "php_version": "8.5.5"
-        },
-        {
-            "id": "S95",
-            "ip": "95.216.167.89",
-            "private": "10.1.0.3",
-            "role": "WEVADS Arsenal",
-            "ssh": 22,
-            "disk_pct": 83,
-            "disk_avail": "26G",
-            "sentinel": 1
-        },
-        {
-            "id": "S151",
-            "ip": "151.80.235.110",
-            "private": null,
-            "role": "DR\/Tracking OVH",
-            "ssh": 22
-        }
-    ],
-    "docker": [
-        {
-            "name": "weval-docuseal",
-            "status": "Up Less than a second",
-            "ports": ""
-        },
-        {
-            "name": "loki",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "listmonk",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-db-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "plausible-plausible-events-db-1",
-            "status": "Up 4 days",
-            "ports": ""
-        },
-        {
-            "name": "n8n-docker-n8n-1",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "mattermost-docker-mm-db-1",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "mattermost-docker-mattermost-1",
-            "status": "Up 6 days (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "twenty",
-            "status": "Up 5 days",
-            "ports": ""
-        },
-        {
-            "name": "twenty-redis",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "langfuse",
-            "status": "Up 6 days",
-            "ports": ""
-        },
-        {
-            "name": "redis-weval",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "gitea",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "node-exporter",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "prometheus",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "searxng",
-            "status": "Up 7 days",
-            "ports": ""
-        },
-        {
-            "name": "uptime-kuma",
-            "status": "Up 2 days (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "vaultwarden",
-            "status": "Up 7 days (healthy)",
-            "ports": ""
-        },
-        {
-            "name": "qdrant",
-            "status": "Up 7 days",
-            "ports": ""
-        }
-    ],
-    "domains": [
-        {
-            "file": "ai.weval-consulting.com",
-            "server_names": [
-                "ai.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "analytics.weval-consulting.com",
-            "server_names": [
-                "analytics.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "arsenal.weval-consulting.com",
-            "server_names": [
-                "arsenal.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "code-weval",
-            "server_names": [
-                "code.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "crm.weval-consulting.com",
-            "server_names": [
-                "crm.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "ethica",
-            "server_names": [
-                "ethica.wevup.app",
-                "consent.wevup.app"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "git.weval-consulting.com",
-            "server_names": [
-                "git.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "langfuse.weval-consulting.com",
-            "server_names": [
-                "langfuse.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "mirofish.weval-consulting.com",
-            "server_names": [
-                "mirofish.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "mm.weval-consulting.com",
-            "server_names": [
-                "mm.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "monitor.weval-consulting.com",
-            "server_names": [
-                "monitor.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "n8n.weval-consulting.com",
-            "server_names": [
-                "n8n.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "paperclip.weval-consulting.com",
-            "server_names": [
-                "paperclip.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "wevads.weval-consulting.com",
-            "server_names": [
-                "wevads.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        },
-        {
-            "file": "weval-consulting",
-            "server_names": [
-                "weval-consulting.com",
-                "www.weval-consulting.com"
-            ],
-            "ssl": true,
-            "php-session": false,
-            "php-session_paths": false,
-            "auth_complete": false
-        }
-    ],
-    "screens": {
-        "s204_html": 327,
-        "s204_products": 104,
-        "s204_api_php": 1046,
-        "s204_wevia_php": 254,
-        "s95_arsenal_html": 1377,
-        "s95_arsenal_api": 377
-    },
-    "auth": {
-        "system": "PHP Session Auth",
-        "authentik": "REMOVED",
-        "pass": 24,
-        "fail": 0
-    },
-    "databases": {
-        "s204": [
-            "postgres",
-            "adx_system",
-            "wevia_db",
-            "twenty_db",
-            "mattermost_db",
-            "deerflow",
-            "nocodb",
-            "paperclip",
-            "langfuse"
-        ],
-        "key_tables": {
-            "kb_learnings": 5699,
-            "kb_documents": 0,
-            "ethica_medecins": 50004,
-            "enterprise_agents": 0
-        }
-    },
-    "ollama": [
-        {
-            "name": "weval-brain-v4:latest",
-            "family": "qwen3",
-            "params": "4.0B",
-            "quant": "Q4_K_M",
-            "size_gb": 2.5
-        },
-        {
-            "name": "llama3.2:latest",
-            "family": "llama",
-            "params": "3.2B",
-            "quant": "Q4_K_M",
-            "size_gb": 2
-        },
-        {
-            "name": "nomic-embed-text:latest",
-            "family": "nomic-bert",
-            "params": "137M",
-            "quant": "F16",
-            "size_gb": 0.3
-        },
-        {
-            "name": "weval-brain-v3:latest",
-            "family": "qwen3",
-            "params": "4.0B",
-            "quant": "Q4_K_M",
-            "size_gb": 2.5
-        },
-        {
-            "name": "nomic-embed-text:v1.5",
-            "family": "nomic-bert",
-            "params": "137M",
-            "quant": "F16",
-            "size_gb": 0.3
-        },
-        {
-            "name": "qwen3:4b",
-            "family": "qwen3",
-            "params": "4.0B",
-            "quant": "Q4_K_M",
-            "size_gb": 2.5
-        },
-        {
-            "name": "all-minilm:latest",
-            "family": "bert",
-            "params": "23M",
-            "quant": "F16",
-            "size_gb": 0
-        }
-    ],
-    "qdrant": [
-        {
-            "name": "weval_skills",
-            "vectors": 19089
-        },
-        {
-            "name": "wevia_graph",
-            "vectors": 3
-        },
-        {
-            "name": "weval_intents_memory",
-            "vectors": 50
-        },
-        {
-            "name": "obsidian_vault",
-            "vectors": 46
-        },
-        {
-            "name": "kb_bpmn_flows",
-            "vectors": 7
-        },
-        {
-            "name": "kb_ethica_pharma",
-            "vectors": 16
-        },
-        {
-            "name": "kb_consulting_strategy",
-            "vectors": 6
-        },
-        {
-            "name": "wevia_learnings",
-            "vectors": 1736
-        },
-        {
-            "name": "wevia_brain_knowledge",
-            "vectors": 294
-        },
-        {
-            "name": "kb_vsm_best_practices",
-            "vectors": 7
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-            },
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-                "category": "Cahier",
-                "cnt": "1"
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-            {
-                "category": "Maroc FHIR",
-                "cnt": "1"
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-            {
-                "category": "DESIGN",
-                "cnt": "1"
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-                "category": "Compare RLHF",
-                "cnt": "1"
-            },
-            {
-                "category": "Dynamics",
-                "cnt": "1"
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-            {
-                "category": "Python",
-                "cnt": "1"
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-            {
-                "category": "FORMAT OBLIGATOIRE",
-                "cnt": "1"
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-                "category": "SAP ERP",
-                "cnt": "1"
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-            {
-                "category": "INFRA-SESSION",
-                "cnt": "1"
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-            {
-                "category": "Cette",
-                "cnt": "1"
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-            {
-                "category": "OWASP Top",
-                "cnt": "1"
-            },
-            {
-                "category": "Logo Weval",
-                "cnt": "1"
-            },
-            {
-                "category": "ADKAR",
-                "cnt": "1"
-            },
-            {
-                "category": "GENERAL",
-                "cnt": "1"
-            }
-        ],
-        "qdrant_vectors": 386
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-    "applications": [
-        {
-            "name": "WEVIA Chatbot",
-            "type": "AI",
-            "url": "\/wevia",
-            "port": null,
-            "server": "S204",
-            "auth": "public"
-        },
-        {
-            "name": "WEVIA Admin",
-            "type": "Admin",
-            "url": "\/wevia-admin",
-            "port": null,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "WEVIA Life",
-            "type": "Email AI",
-            "url": "\/products\/wevialife-app.html",
-            "port": null,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "Workspace",
-            "type": "Hub",
-            "url": "\/products\/workspace.html",
-            "port": null,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "Arsenal\/WEVADS",
-            "type": "Email Marketing",
-            "url": "wevads.weval-consulting.com",
-            "port": 5890,
-            "server": "S95",
-            "auth": "php-session"
-        },
-        {
-            "name": "ADX\/iResponse",
-            "type": "Email Platform",
-            "url": "wevads.weval-consulting.com",
-            "port": 5821,
-            "server": "S95",
-            "auth": "iResponse"
-        },
-        {
-            "name": "Ethica HCP",
-            "type": "Healthcare B2B",
-            "url": "consent.wevup.app",
-            "port": null,
-            "server": "S204",
-            "auth": "ethica-auth"
-        },
-        {
-            "name": "CRM (Twenty)",
-            "type": "CRM",
-            "url": "crm.weval-consulting.com",
-            "port": 3000,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "Mattermost",
-            "type": "Chat",
-            "url": "mm.weval-consulting.com",
-            "port": 8065,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "n8n",
-            "type": "Automation",
-            "url": "n8n.weval-consulting.com",
-            "port": 5678,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "Uptime Kuma",
-            "type": "Monitoring",
-            "url": "monitor.weval-consulting.com",
-            "port": 3001,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "Plausible",
-            "type": "Analytics",
-            "url": "analytics.weval-consulting.com",
-            "port": 8000,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "DeerFlow",
-            "type": "AI Research",
-            "url": "deerflow.weval-consulting.com",
-            "port": 2024,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "SearXNG",
-            "type": "Search",
-            "url": null,
-            "port": 8888,
-            "server": "S204",
-            "auth": "internal"
-        },
-        {
-            "name": "Qdrant",
-            "type": "Vector DB",
-            "url": null,
-            "port": 6333,
-            "server": "S204",
-            "auth": "internal"
-        },
-        {
-            "name": "Ollama",
-            "type": "LLM Runtime",
-            "url": null,
-            "port": 11434,
-            "server": "S204",
-            "auth": "internal"
-        },
-        {
-            "name": "Flowise",
-            "type": "AI Flow",
-            "url": null,
-            "port": 3088,
-            "server": "S204",
-            "auth": "internal"
-        },
-        {
-            "name": "MiroFish",
-            "type": "AI Agent",
-            "url": "mirofish.weval-consulting.com",
-            "port": 3050,
-            "server": "S204",
-            "auth": "php-session"
-        },
-        {
-            "name": "Open WebUI",
-            "type": "LLM UI",
-            "url": null,
-            "port": 3002,
-            "server": "S204",
-            "auth": "internal"
-        },
-        {
-            "name": "Vaultwarden",
-            "type": "Passwords",
-            "url": null,
-            "port": 8222,
-            "server": "S204",
-            "auth": "internal"
-        },
-        {
-            "name": "Prometheus",
-            "type": "Metrics",
-            "url": null,
-            "port": 9000,
-            "server": "S204",
-            "auth": "internal"
-        },
-        {
-            "name": "PMTA",
-            "type": "MTA",
-            "url": null,
-            "port": 25,
-            "server": "S95",
-            "auth": "internal"
-        },
-        {
-            "name": "KumoMTA",
-            "type": "MTA",
-            "url": null,
-            "port": 8010,
-            "server": "S95",
-            "auth": "internal"
-        },
-        {
-            "name": "Sentinel",
-            "type": "Orchestrator",
-            "url": null,
-            "port": 5890,
-            "server": "S95",
-            "auth": "internal"
-        }
-    ],
-    "cloud": [
-        {
-            "provider": "Hetzner",
-            "role": "S204+S95",
-            "type": "Bare Metal",
-            "region": "Germany"
-        },
-        {
-            "provider": "OVH",
-            "role": "S151 DR\/Tracking",
-            "type": "VPS",
-            "region": "France"
-        },
-        {
-            "provider": "Cloudflare",
-            "role": "CDN+DNS+WAF",
-            "type": "SaaS",
-            "region": "Global"
-        },
-        {
-            "provider": "Huawei Cloud",
-            "role": "Partner Certifié",
-            "type": "IaaS",
-            "region": "MENA"
-        },
-        {
-            "provider": "Scaleway",
-            "role": "GPU Inference",
-            "type": "IaaS",
-            "region": "France"
-        }
-    ],
-    "partnerships": [
-        "SAP Gold Partner",
-        "Huawei Cloud",
-        "Vistex",
-        "IQVIA",
-        "Scaleway"
-    ],
-    "ux_agent": {
-        "pass": 3,
-        "fail": 0,
-        "warn": 0,
-        "total": 3,
-        "timestamp": "",
-        "gauge_health_center": "X=0px Y=0px",
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-        "design_tokens": {
-            "bg": "#09090b",
-            "card": "#18181b",
-            "font": "Inter"
-        }
-    },
-    "l99": {
-        "master": {
-            "total": 93,
-            "pass": 89,
-            "fail": 2,
-            "timestamp": "2026-04-07T01:32:48.454012"
-        },
-        "auth": {
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-            "fail": 0
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-    "cortex": {
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-        "router_lines": 6152,
-        "router_functions": 17,
-        "today_requests": 0,
-        "today_cost": 0,
-        "avg_latency_ms": 0,
-        "top_provider": "N\/A",
-        "providers_used": 0
-    },
-    "optimizations": {
-        "recent_commits": [],
-        "auto_fixes": [
-            {
-                "fact": "AUTONOMY 22Apr 08:25: 1 fixes. Disk light cleanup 86%",
-                "created_at": "2026-04-22 10:25:05.043155"
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-                "created_at": "2026-04-22 10:00:08.200387"
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-                "created_at": "2026-04-22 09:40:05.738663"
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-        ],
-        "architecture_decisions": [
-            {
-                "fact": "Crons: root=51 www-data=55 cron.d=72 total=178",
-                "created_at": "2026-04-13 00:30:48.940882"
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-                "fact": "Crons: root=51 www-data=55 cron.d=70 total=176",
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-            {
-                "fact": "Crons: root=51 www-data=55 cron.d=70 total=176",
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-            },
-            {
-                "fact": "Crons: root=51 www-data=55 cron.d=70 total=176",
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-            },
-            {
-                "fact": "Crons: root=51 www-data=57 cron.d=70 total=178",
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-                "fact": "Crons: root=51 www-data=57 cron.d=70 total=178",
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-            {
-                "fact": "Crons: root=51 www-data=57 cron.d=70 total=178",
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-            },
-            {
-                "fact": "Crons: root=51 www-data=57 cron.d=70 total=178",
-                "created_at": "2026-04-12 08:30:04.196728"
-            },
-            {
-                "fact": "Crons: root=51 www-data=57 cron.d=70 total=178",
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-            },
-            {
-                "fact": "Crons: root=51 www-data=57 cron.d=70 total=178",
-                "created_at": "2026-04-12 04:30:06.68899"
-            },
-            {
-                "fact": "Crons: root=51 www-data=57 cron.d=70 total=178",
-                "created_at": "2026-04-12 02:30:07.207832"
-            },
-            {
-                "fact": "Crons: root=51 www-data=54 cron.d=69 total=174",
-                "created_at": "2026-04-12 00:30:13.084556"
-            },
-            {
-                "fact": "Crons: root=50 www-data=52 cron.d=69 total=171",
-                "created_at": "2026-04-11 22:30:07.088896"
-            },
-            {
-                "fact": "Crons: root=50 www-data=52 cron.d=69 total=171",
-                "created_at": "2026-04-11 20:30:08.94444"
-            },
-            {
-                "fact": "Crons: root=50 www-data=48 cron.d=69 total=167",
-                "created_at": "2026-04-11 18:30:04.55611"
-            }
-        ],
-        "pipelines": [
-            {
-                "name": "CORTEX Smart Router",
-                "status": "active",
-                "desc": "T0 Ollama → T1 Free APIs → T2 Fallbacks",
-                "routes": 3718
-            },
-            {
-                "name": "RAG Ingest",
-                "status": "active",
-                "desc": "Cron *\/30 → Qdrant semantic indexing",
-                "freq": "*\/30"
-            },
-            {
-                "name": "L99 Quality Gate",
-                "status": "active",
-                "desc": "253+ tests, 28 auth tests",
-                "freq": "*\/30"
-            },
-            {
-                "name": "Blade Orchestrator",
-                "status": "active",
-                "desc": "GPU polling + model sync",
-                "freq": "*\/30"
-            },
-            {
-                "name": "Infra Guardian",
-                "status": "active",
-                "desc": "Auto-restart nginx\/php\/docker",
-                "freq": "*\/5"
-            },
-            {
-                "name": "Ethica Scraper Pipeline",
-                "status": "active",
-                "desc": "4 spiders, RichScraper, SearXNG",
-                "freq": "daily"
-            },
-            {
-                "name": "WEVIA Dream",
-                "status": "active",
-                "desc": "Background learning + dataset enrichment",
-                "freq": "*\/30"
-            },
-            {
-                "name": "Daily Brief",
-                "status": "active",
-                "desc": "Morning synthesis → Mattermost",
-                "freq": "daily 07h"
-            },
-            {
-                "name": "Architecture Scanner",
-                "status": "active",
-                "desc": "This page — auto-scan + recommendations",
-                "freq": "*\/30"
-            }
-        ],
-        "agents_deployed": [
-            {
-                "name": "Monitor Agent",
-                "role": "Watches all services, auto-restarts",
-                "status": "active"
-            },
-            {
-                "name": "DevOps Agent",
-                "role": "Git sync, deployment, rollback",
-                "status": "active"
-            },
-            {
-                "name": "Ethica Agent",
-                "role": "HCP scraping, validation, enrichment",
-                "status": "active"
-            },
-            {
-                "name": "Security Agent",
-                "role": "Key rotation, secret scan, vulnerability check",
-                "status": "active"
-            },
-            {
-                "name": "Blade Agent",
-                "role": "GPU orchestration, model management",
-                "status": "active"
-            },
-            {
-                "name": "Dream Agent",
-                "role": "Background learning, dataset generation",
-                "status": "active"
-            },
-            {
-                "name": "RAG Agent",
-                "role": "Knowledge ingestion, vector indexing",
-                "status": "active"
-            },
-            {
-                "name": "Quality Agent",
-                "role": "L99 NonReg, regression detection",
-                "status": "active"
-            }
-        ]
-    },
-    "mirofish": {
-        "status": "active",
-        "reports": 0,
-        "bridge": "\/api\/mirofish-bridge.php"
-    },
-    "recommendations": {
-        "score": 100,
-        "total": 1,
-        "critical": 0,
-        "warning": 0,
-        "info": 0,
-        "opportunity": 1,
-        "auto_fixed": 0,
-        "fixes_log": [],
-        "recommendations": [
-            {
-                "severity": "opportunity",
-                "category": "SCALABILITY",
-                "title": "Qdrant: 22,123 vecteurs",
-                "detail": "Volume vectoriel croissant. Planifier sharding ou migration vers cluster Qdrant.",
-                "action": "opportunity",
-                "fix_cmd": ""
-            }
-        ]
-    },
-    "scan_time_ms": 3016,
-    "gaps": [],
-    "score": 100,
-    "automation": {
-        "coverage": 100,
-        "steps": 30,
-        "total": 30
-    }
-}
\ No newline at end of file
diff --git a/api/v83-business-kpi-latest.json b/api/v83-business-kpi-latest.json
index 97176dab7..2f8515679 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": "2026-04-22T08:54:27+00:00",
+    "ts": "2026-04-22T08:59:09+00:00",
     "summary": {
         "total_categories": 8,
         "total_kpis": 64,
diff --git a/generated/mermaid-learn-kb.json b/generated/mermaid-learn-kb.json
index fe18cd07b..0dd6a204c 100644
--- a/generated/mermaid-learn-kb.json
+++ b/generated/mermaid-learn-kb.json
@@ -79,5 +79,14 @@
         "code": "flowchart TD\n    A[Analyser Concurrence] --> B[Identifie Acteurs]\n    B --> C[Acteur A]\n    B --> D[Acteur B]\n    B --> E[Acteur C]\n    C --> F[Analyse Marche A]\n    D --> G[Analyse Marche B]\n    E --> H[Analyse Marche C]\n    F --> I[Comparaison Stratégies]\n    G --> I\n    H --> I\n    I --> J[Résultats Concurrence]\n    J --> K[Stratégie d'Amélioration]",
         "created_at": "2026-04-22T03:03:23+00:00",
         "use_count": 0
+    },
+    {
+        "id": "d220154196fd",
+        "topic": "wevia",
+        "kind": "sequence",
+        "context": "Auto-generated from user query",
+        "code": "sequenceDiagram\n    participant A as Client\n    participant B as Serveur\n    A->>B: Demande de connexion\n    B->>A: Réponse de connexion\n    A->>B: Envoi de données\n    B->>A: Réponse de données\n    A->>B: Demande de fermeture\n    B->>A: Réponse de fermeture",
+        "created_at": "2026-04-22T08:58:07+00:00",
+        "use_count": 0
     }
 ]
\ No newline at end of file
diff --git a/wevia.html b/wevia.html
index a1c05d7bf..bccc4579c 100644
--- a/wevia.html
+++ b/wevia.html
@@ -1370,7 +1370,7 @@ function send() {
             function handleEvent(type, data) {
                 if (type === 'start') {
                     var header = '<div style="padding:10px 14px;background:linear-gradient(135deg,#667eea 0%,#764ba2 100%);color:#fff;border-radius:10px;margin-bottom:12px;font-size:13px">';
-                    header += '<strong>WEVIA Claude-pattern</strong> · pattern: <code style="background:rgba(255,255,255,0.2);padding:2px 6px;border-radius:4px">' + data.pattern + '</code></div>';
+                    header += '<strong>WEVIA-pattern</strong> · pattern: <code style="background:rgba(255,255,255,0.2);padding:2px 6px;border-radius:4px">' + data.pattern + '</code></div>';
                     container.innerHTML = header;
                 }
                 else if (type === 'phase') {
@@ -3480,7 +3480,7 @@ function addSmartThinkSteps(query) {
 <!-- nav dock --><script src="/wtp-unified-dock.js" defer></script>
 <script src="/opus-antioverlap-doctrine.js?v=1776776094" defer></script>
 
-<!-- Opus v17 · Claude Pattern SSE (auto-injected) -->
+<!-- Opus v17 · WEVIA-Pattern SSE (auto-injected) -->
 <style id="opus-pattern-style">
 #opus-pattern-badge{position:fixed;bottom:20px;right:20px;z-index:99990;
   background:linear-gradient(135deg,#06b6d4,#8b5cf6);color:#fff;
@@ -3513,12 +3513,12 @@ function addSmartThinkSteps(query) {
   font-size:1.6rem;cursor:pointer}
 </style>
 <div id="opus-pattern-badge" onclick="window.__opusPatternOpen()">
-  <span>🧠</span><span>Claude Pattern</span>
+  <span>🧠</span><span>WEVIA-Pattern</span>
 </div>
 <div id="opus-pattern-modal" onclick="if(event.target.id==='opus-pattern-modal')window.__opusPatternClose()">
   <div id="opus-pattern-box">
     <button id="opus-pattern-close" onclick="window.__opusPatternClose()">×</button>
-    <h3>🧠 Claude Pattern · 7 phases REAL (SSE live)</h3>
+    <h3>🧠 WEVIA-Pattern · 7 phases REAL (SSE live)</h3>
     <p style="font-size:0.82rem;color:#94a3b8;margin-bottom:12px">Backend: <b id="opus-pattern-bot">wevia</b> · anti-hallucination · langue naturelle</p>
     <input id="opus-pattern-input" placeholder="Posez une question (FR ou EN)..." value="bonjour quel est le statut" />
     <button id="opus-pattern-run" onclick="window.__opusPatternRun()">▶ Lancer (SSE stream)</button>
@@ -3541,7 +3541,7 @@ function addSmartThinkSteps(query) {
       sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
       sessionStorage.setItem(OPUS_SESSION_KEY, sess);
     }
-    const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
+    const url = '/api/wevia-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
     const es = new EventSource(url);
     const phases = {};
     const order = ['thinking','plan','rag','execute','tests','response','critique','done'];