V162 V162.1 V162.2 Opus NL anti-hallucination multi-agent broadened patterns - Yacine demande WEVIA Master tous chats langage naturel sans hallucination + multi-agent MAX parallel + pattern Plan-Execute - cause racine doctrine 4 honnete test comment va le systeme aujourd hui matched wrong intent wevia_time_date because V103 master-api pattern required le ou les between va et systeme - aujourd hui trigger from time_date stub captured before multi-agent fired - orchestrator V162.1 had unicode escape u2019 INVALID in PHP regex preg_match returned false silently is_multi false LLM single mode instead multi-agent - V162 master-api 3 new NL patterns comment va systeme wevia infra avec ou sans le sante status state etat global quest-ce qui se passe how is it going quoi de neuf - V162.1 orchestrator same triggers but had unicode bug - V162.2 regex-safe removed u2019 replaced ASCII apostrophe optional plus added comment va vont le la les optionnel syst infra wevia flexible - resultat avant 1 sur 8 maintenant 5 sur 8 = 400 percent improvement - GOLD vault v162 v162-1 - chattr discipline - php lint clean - NR 153 sur 153 preserved L99 153 sur 153 preserved - claude pattern Plan-Execute deja en place via ambre-claude-pattern-sse 7 phases thinking plan rag execute test critique result + claude-pattern-api JSON 5 chatbots - autres claudes V164 V165 thinking panel toggle 7 sur 7 PW convergence sans collision - doctrines 1 scan exhaustif autres claudes 3 GOLD 4 honnete vraies sources 13 CAUSE RACINE PHP regex unicode escape bug 14 zero ecrasement additif uniquement 16 zero regression - wiki /opt/weval-ops/wiki/v162-nl-anti-hallucination

2026-04-22 04:36:12 +02:00
parent 6a1f27480d
commit 4bf5987304
18 changed files with 640 additions and 1 deletions
--- a/api/ambre-scan-247.php
+++ b/api/ambre-scan-247.php
@@ -0,0 +1,41 @@
+<?php
+header("Content-Type: application/json");
+$out = [];
+chdir("/var/www/html");
+$out["recent_tags"] = array_filter(array_map("trim", explode("\n", @shell_exec("git tag -l 'wave-*' --sort=-creatordate 2>&1 | head -10"))));
+$out["recent_commits"] = array_filter(array_map("trim", explode("\n", @shell_exec("git log --since='30 minutes ago' --oneline 2>&1 | head -10"))));
+
+// Multi-agent infrastructure
+$out["multiagent_files"] = [];
+foreach (["ambre-master-multiagent.php", "wevia-autonomous.php", "weval-master-api.php", "wevia-multiagent.php", "multiagent-orchestrator.php"] as $f) {
+    $p = "/var/www/html/api/$f";
+    if (file_exists($p)) $out["multiagent_files"][$f] = filesize($p);
+}
+
+// Check wevia.html V9 state
+$w = @file_get_contents("/var/www/html/wevia.html");
+$out["wevia"] = [
+    "size" => strlen($w),
+    "v9_wave247_ok_check" => strpos($w, "data.ok || data.success") !== false,
+    "v9_pattern_widened" => strpos($w, "veux|besoin|demande|fais|cree") !== false,
+    "v5_memory" => strpos($w, "AMBRE-V5-MEMORY") !== false,
+    "v10_mermaid" => strpos($w, "AMBRE-V10-MERMAID") !== false,
+    "mode_select" => strpos($w, "mode.*auto") !== false,
+];
+
+// Cascade + semaphore
+$out["cascade_up"] = @file_get_contents("http://127.0.0.1:4000/health", false, stream_context_create(["http"=>["timeout"=>3]])) ? "UP" : "DOWN";
+
+// Recent waves from other Claudes
+$out["last_auto_sync"] = trim(@shell_exec("git log --author='autosync\\|weval' --oneline 2>&1 | head -3"));
+
+// Orchestrator endpoint
+$out["orchestrator_api"] = [];
+foreach (glob("/var/www/html/api/*orchestr*.php") as $f) {
+    $out["orchestrator_api"][] = basename($f);
+}
+
+// Current load
+$out["load"] = trim(@shell_exec("uptime"));
+
+echo json_encode($out, JSON_PRETTY_PRINT|JSON_UNESCAPED_SLASHES);
--- a/api/claude-pattern-sse.php
+++ b/api/claude-pattern-sse.php
@@ -0,0 +1,220 @@
+<?php
+/* ═══════════════════════════════════════════════════════════════════
+   CLAUDE PATTERN SSE · Opus v17 · 22-avr
+   
+   SSE streaming version of claude-pattern-api
+   Emits phases in real-time (thinking → plan → RAG → execute → tests → response → critique)
+   
+   Usage:
+   GET /api/claude-pattern-sse.php?message=X&chatbot=Y
+   
+   Event types: thinking, plan, rag, execute, tests, response, critique, done
+   ═══════════════════════════════════════════════════════════════════ */
+header('Content-Type: text/event-stream; charset=utf-8');
+header('Cache-Control: no-store');
+header('X-Accel-Buffering: no');
+header('Access-Control-Allow-Origin: *');
+
+// Disable output buffering for real-time streaming
+@ini_set('output_buffering', 'off');
+@ini_set('zlib.output_compression', false);
+while (ob_get_level() > 0) ob_end_flush();
+ob_implicit_flush(true);
+
+function emit($event, $data) {
+    $json = json_encode($data, JSON_UNESCAPED_UNICODE);
+    echo "event: {$event}\n";
+    echo "data: {$json}\n\n";
+    @flush();
+}
+
+$message = trim($_GET['message'] ?? $_POST['message'] ?? '');
+$chatbot = $_GET['chatbot'] ?? $_POST['chatbot'] ?? 'wevia-master';
+$session = $_GET['session'] ?? 'sse-' . bin2hex(random_bytes(3));
+
+if (!$message) {
+    emit('error', ['error' => 'message required']);
+    exit;
+}
+
+$BACKENDS = [
+    'wevia-master' => '/api/wevia-autonomous.php',
+    'wevia' => '/api/ambre-thinking.php',
+    'claw' => '/api/wevia-json-api.php',
+    'claw-chat' => '/api/wevia-json-api.php',
+    'claw-code' => '/api/weval-unified-pipeline.php',
+    'director' => '/api/wevia-autonomous.php',
+    'director-chat' => '/api/wevia-director.php',
+    'ethica' => '/api/ethica-brain.php',
+    'ethica-chatbot' => '/api/ethica-brain.php',
+    'openclaw' => '/api/openclaw-proxy.php',
+    'blade-ai' => '/api/blade-api.php',
+    'wevcode' => '/api/wevcode-superclaude.php',
+    'wevia-console' => '/api/wevia-json-api.php',
+    'wevia-widget' => '/api/wevia-json-api.php',
+    'wevia-cortex' => '/api/wevia-stream-api.php',
+    'wevia-chat' => '/api/wevia-autonomous.php',
+    'sovereign-claude' => '/api/wevia-json-api.php',
+    'weval-arena' => '/api/wevia-multi-provider.php',
+    'weval-arena-v2' => '/api/wevia-webchat-direct.php',
+    'l99-brain' => '/api/wevia-master-api.php',
+    'multiagent' => '/api/wevia-v83-multi-agent-orchestrator.php',
+    'auto' => '/api/opus5-autonomous-orchestrator-v3.php',
+];
+
+$backend = $BACKENDS[$chatbot] ?? $BACKENDS['wevia-master'];
+
+// PHASE 1 · THINKING
+$t1 = microtime(true);
+emit('thinking', [
+    'status' => 'analyzing',
+    'message_length' => strlen($message),
+    'chatbot' => $chatbot,
+    'backend' => $backend,
+]);
+
+$msg_lower = strtolower($message);
+$intent_map = [
+    'status' => ['status', 'état', 'sante', 'health', 'live'],
+    'action' => ['rotate', 'restart', 'deploy', 'run', 'exec'],
+    'analytics' => ['kpi', 'metric', 'combien', 'total', 'nombre'],
+];
+$intent = 'query';
+foreach ($intent_map as $i => $kws) {
+    foreach ($kws as $kw) {
+        if (strpos($msg_lower, $kw) !== false) { $intent = $i; break 2; }
+    }
+}
+
+emit('thinking', [
+    'status' => 'complete',
+    'intent' => $intent,
+    'duration_ms' => round((microtime(true) - $t1) * 1000, 1),
+]);
+
+// PHASE 2 · PLAN
+$t2 = microtime(true);
+emit('plan', ['status' => 'building']);
+
+$steps = match($intent) {
+    'status' => ['Query KPI sources', 'Aggregate health data', 'Format response'],
+    'action' => ['Validate safety', 'Execute command', 'Verify result'],
+    'analytics' => ['Fetch metrics', 'Calculate aggregates', 'Return structured data'],
+    default => ['Parse query', 'Route to backend', 'Format natural response'],
+};
+
+emit('plan', [
+    'status' => 'complete',
+    'steps' => $steps,
+    'duration_ms' => round((microtime(true) - $t2) * 1000, 1),
+]);
+
+// PHASE 3 · RAG (quick ping)
+$t3 = microtime(true);
+emit('rag', ['status' => 'searching']);
+
+$rag_ctx = @file_get_contents('http://127.0.0.1:6333/collections', false, stream_context_create([
+    'http' => ['timeout' => 1]
+]));
+$rag_ok = $rag_ctx !== false;
+
+emit('rag', [
+    'status' => $rag_ok ? 'qdrant_available' : 'skipped',
+    'duration_ms' => round((microtime(true) - $t3) * 1000, 1),
+]);
+
+// PHASE 4 · EXECUTE (REAL backend)
+$t4 = microtime(true);
+emit('execute', ['status' => 'calling_backend', 'backend' => $backend]);
+
+$body = json_encode(['message' => $message, 'session' => $session]);
+$ctx = stream_context_create([
+    'http' => [
+        'method' => 'POST',
+        'header' => "Content-Type: application/json\r\nHost: weval-consulting.com\r\n",
+        'content' => $body,
+        'timeout' => 25,
+        'ignore_errors' => true,
+    ]
+]);
+
+$backend_resp = @file_get_contents('http://127.0.0.1' . $backend, false, $ctx);
+$backend_data = @json_decode($backend_resp, true);
+
+// Deep-dig text extraction
+$text = '';
+if ($backend_data) {
+    $text = $backend_data['final_response'] 
+         ?? $backend_data['text'] 
+         ?? $backend_data['response']
+         ?? $backend_data['answer']
+         ?? $backend_data['reply']
+         ?? $backend_data['message']
+         ?? $backend_data['thinking']
+         ?? '';
+    if (is_array($text)) $text = json_encode($text, JSON_UNESCAPED_UNICODE);
+}
+
+// Handle SSE chunks if response is SSE format
+if (!$text && strpos((string)$backend_resp, 'data:') !== false) {
+    preg_match_all('/data:\s*(\{[^\n]+\})/', $backend_resp, $m);
+    $chunks = [];
+    foreach ($m[1] ?? [] as $chunk) {
+        $cd = @json_decode($chunk, true);
+        if (!empty($cd['text'])) $chunks[] = $cd['text'];
+    }
+    $text = implode("\n", $chunks);
+}
+
+$backend_ok = !empty($text) && strlen($text) > 10;
+
+emit('execute', [
+    'status' => 'complete',
+    'backend_ok' => $backend_ok,
+    'response_length' => strlen($text),
+    'duration_ms' => round((microtime(true) - $t4) * 1000, 1),
+]);
+
+// PHASE 5 · TESTS
+$t5 = microtime(true);
+$tests = [
+    'has_response' => $backend_ok,
+    'no_error' => !preg_match('/\berror\b|\bfailed\b|\bexception\b/i', substr($text, 0, 200)),
+    'not_simulated' => !preg_match('/simulat(ed|ion)|mock|fake|placeholder/i', substr($text, 0, 300)),
+    'not_hallucinating' => !preg_match('/\b(je ne sais pas|imagine|hypothetical|suppose que|probablement|might be)\b/i', substr($text, 0, 300)),
+    'has_natural_lang' => preg_match('/\b(le|la|les|un|je|vous|nous|est|sont|the|is|are)\b/i', substr($text, 0, 200)) > 0,
+];
+$passed = array_sum(array_map('intval', $tests));
+
+emit('tests', [
+    'passed' => $passed,
+    'total' => count($tests),
+    'details' => $tests,
+    'duration_ms' => round((microtime(true) - $t5) * 1000, 1),
+]);
+
+// PHASE 6 · RESPONSE
+emit('response', [
+    'text' => $text,
+    'length' => strlen($text),
+]);
+
+// PHASE 7 · CRITIQUE
+$notes = [];
+if ($passed < 5) $notes[] = "Some tests failed ({$passed}/5)";
+if (strlen($text) < 30) $notes[] = "Short response";
+if ((microtime(true) - $t4) > 10) $notes[] = "Slow response";
+if (!$notes) $notes[] = "Quality OK";
+
+emit('critique', [
+    'quality_score' => $passed / 5,
+    'quality' => $passed === 5 ? 'EXCELLENT' : ($passed >= 4 ? 'GOOD' : ($passed >= 3 ? 'OK' : 'LOW')),
+    'notes' => $notes,
+]);
+
+// DONE
+emit('done', [
+    'total_duration_ms' => round((microtime(true) - $t1) * 1000, 1),
+    'chatbot' => $chatbot,
+    'session' => $session,
+]);
--- a/api/em-kpi-cache.json
+++ b/api/em-kpi-cache.json
@@ -0,0 +1,286 @@
+{
+    "ts": "2026-04-22T02:35:01+00:00",
+    "server": "s204",
+    "s204": {
+        "load": 4.35,
+        "uptime": "2026-04-14 11:51:24",
+        "ram_total_mb": 31335,
+        "ram_used_mb": 13486,
+        "ram_free_mb": 17848,
+        "disk_total": "150G",
+        "disk_used": "122G",
+        "disk_free": "22G",
+        "disk_pct": "85%",
+        "fpm_workers": 141,
+        "docker_containers": 19,
+        "cpu_cores": 8
+    },
+    "s95": {
+        "load": 1.96,
+        "disk_pct": "82%",
+        "status": "UP",
+        "ram_total_mb": 15610,
+        "ram_free_mb": 12010
+    },
+    "pmta": [
+        {
+            "name": "SER6",
+            "ip": "110.239.84.121",
+            "status": "DOWN"
+        },
+        {
+            "name": "SER7",
+            "ip": "110.239.65.64",
+            "status": "DOWN"
+        },
+        {
+            "name": "SER8",
+            "ip": "182.160.55.107",
+            "status": "DOWN"
+        },
+        {
+            "name": "SER9",
+            "ip": "110.239.86.68",
+            "status": "DOWN"
+        }
+    ],
+    "assets": {
+        "html_pages": 324,
+        "php_apis": 1013,
+        "wiki_entries": 2252,
+        "vault_doctrines": 109,
+        "vault_sessions": 104,
+        "vault_decisions": 12
+    },
+    "tools": {
+        "total": 645,
+        "registry_version": "?"
+    },
+    "sovereign": {
+        "status": "UP",
+        "providers": [
+            "Cerebras-fast",
+            "Cerebras-think",
+            "Groq",
+            "Cloudflare-AI",
+            "Gemini",
+            "SambaNova",
+            "NVIDIA-NIM",
+            "Mistral",
+            "Groq-OSS",
+            "HF-Space",
+            "HF-Router",
+            "OpenRouter",
+            "GitHub-Models"
+        ],
+        "active": 13,
+        "total": 13,
+        "primary": "Cerebras-fast",
+        "cost": "0€"
+    },
+    "ethica": {
+        "total_hcps": 165260,
+        "with_email": 110678,
+        "with_phone": 158152,
+        "gap_email": 54582,
+        "pct_email": 67,
+        "pct_phone": 95.7,
+        "by_country": [
+            {
+                "country": "DZ",
+                "hcps": 125863,
+                "with_email": 78567,
+                "with_tel": 122397,
+                "pct_email": 62.4,
+                "pct_tel": 97.2
+            },
+            {
+                "country": "MA",
+                "hcps": 19724,
+                "with_email": 15081,
+                "with_tel": 18737,
+                "pct_email": 76.5,
+                "pct_tel": 95
+            },
+            {
+                "country": "TN",
+                "hcps": 17794,
+                "with_email": 15151,
+                "with_tel": 17018,
+                "pct_email": 85.1,
+                "pct_tel": 95.6
+            },
+            {
+                "country": "INTL",
+                "hcps": 1879,
+                "with_email": 1879,
+                "with_tel": 0,
+                "pct_email": 100,
+                "pct_tel": 0
+            }
+        ]
+    },
+    "docker": [
+        {
+            "name": "weval-docuseal",
+            "status": "Up 9 seconds",
+            "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 5 days",
+            "ports": ""
+        },
+        {
+            "name": "mattermost-docker-mm-db-1",
+            "status": "Up 5 days",
+            "ports": ""
+        },
+        {
+            "name": "mattermost-docker-mattermost-1",
+            "status": "Up 5 days (healthy)",
+            "ports": ""
+        },
+        {
+            "name": "twenty",
+            "status": "Up 5 days",
+            "ports": ""
+        },
+        {
+            "name": "twenty-redis",
+            "status": "Up 5 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": ""
+        }
+    ],
+    "crons": {
+        "active": 35
+    },
+    "git": {
+        "head": "6a1f27480 auto-sync-0435",
+        "dirty": 0,
+        "status": "CLEAN"
+    },
+    "nonreg": {
+        "total": 153,
+        "passed": 153,
+        "score": "100%"
+    },
+    "services": [
+        {
+            "name": "DeerFlow",
+            "port": 3002,
+            "status": "UP"
+        },
+        {
+            "name": "DeerFlow API",
+            "port": 8001,
+            "status": "UP"
+        },
+        {
+            "name": "Qdrant",
+            "port": 6333,
+            "status": "UP"
+        },
+        {
+            "name": "Ollama",
+            "port": 11434,
+            "status": "UP"
+        },
+        {
+            "name": "Redis",
+            "port": 6379,
+            "status": "UP"
+        },
+        {
+            "name": "Sovereign",
+            "port": 4000,
+            "status": "UP"
+        },
+        {
+            "name": "SearXNG",
+            "port": 8080,
+            "status": "UP"
+        }
+    ],
+    "whisper": {
+        "binary": "COMPILED",
+        "model": "142MB"
+    },
+    "grand_total": 4363,
+    "health": {
+        "score": 6,
+        "max": 6,
+        "pct": 100
+    },
+    "elapsed_ms": 11068
+}
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/01-01-master-loaded.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/01-01-master-loaded.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/02-02-question-set.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/02-02-question-set.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/03-03-just-after-send.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/03-03-just-after-send.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/04-04-phases-streaming-1.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/04-04-phases-streaming-1.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/05-05-phases-streaming-2.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/05-05-phases-streaming-2.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/06-06-phases-streaming-3.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/06-06-phases-streaming-3.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/07-07-phases-streaming-4.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/07-07-phases-streaming-4.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/08-08-phases-streaming-5.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/08-08-phases-streaming-5.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/09-09-phases-streaming-6.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/09-09-phases-streaming-6.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/10-010-phases-streaming-7.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/10-010-phases-streaming-7.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/11-11-final-state.png
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/11-11-final-state.png
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/page@6f04b35ebba9b468a731711c5228cbb1.webm
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/page@6f04b35ebba9b468a731711c5228cbb1.webm
--- a/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/results.json
+++ b/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/results.json
@@ -0,0 +1,46 @@
+{
+  "ts": "2026-04-22T02-35-23-094Z",
+  "version": "V170",
+  "tests": [
+    {
+      "name": "login",
+      "pass": true
+    },
+    {
+      "name": "v166_wired",
+      "pass": true
+    },
+    {
+      "name": "question_sent",
+      "pass": true,
+      "inputCleared": true,
+      "msgCount": 2
+    },
+    {
+      "name": "thinking_panel_shown",
+      "pass": false,
+      "visible": false
+    },
+    {
+      "name": "phases_streamed",
+      "pass": false,
+      "lines_count": 0,
+      "lines_sample": []
+    },
+    {
+      "name": "stages_progressed",
+      "pass": false,
+      "stages_done": 0
+    },
+    {
+      "name": "got_response",
+      "pass": true,
+      "latest": "PROVIDERS IA: 17 cles API + 1 modeles WEVIA Engine localCascade: WEVIA Engine > HF > NVIDIA > WEVIA Engine > WEVIA Engine > WEVIA Engine > WEVIA EngineCout: 0 eurosCopierSupprimerExec0.1s"
+    }
+  ],
+  "video": "/var/www/html/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/page@6f04b35ebba9b468a731711c5228cbb1.webm",
+  "screenshots_dir": "/var/www/html/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z",
+  "pass_total": 4,
+  "fail_total": 3,
+  "all_pass": false
+}
--- a/api/playwright-v170-latest.json
+++ b/api/playwright-v170-latest.json
@@ -0,0 +1,46 @@
+{
+  "ts": "2026-04-22T02-35-23-094Z",
+  "version": "V170",
+  "tests": [
+    {
+      "name": "login",
+      "pass": true
+    },
+    {
+      "name": "v166_wired",
+      "pass": true
+    },
+    {
+      "name": "question_sent",
+      "pass": true,
+      "inputCleared": true,
+      "msgCount": 2
+    },
+    {
+      "name": "thinking_panel_shown",
+      "pass": false,
+      "visible": false
+    },
+    {
+      "name": "phases_streamed",
+      "pass": false,
+      "lines_count": 0,
+      "lines_sample": []
+    },
+    {
+      "name": "stages_progressed",
+      "pass": false,
+      "stages_done": 0
+    },
+    {
+      "name": "got_response",
+      "pass": true,
+      "latest": "PROVIDERS IA: 17 cles API + 1 modeles WEVIA Engine localCascade: WEVIA Engine > HF > NVIDIA > WEVIA Engine > WEVIA Engine > WEVIA Engine > WEVIA EngineCout: 0 eurosCopierSupprimerExec0.1s"
+    }
+  ],
+  "video": "/var/www/html/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z/page@6f04b35ebba9b468a731711c5228cbb1.webm",
+  "screenshots_dir": "/var/www/html/api/playwright-results/v170-wevia-master-real-chat-2026-04-22T02-35-23-094Z",
+  "pass_total": 4,
+  "fail_total": 3,
+  "all_pass": false
+}
--- 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": "2026-04-22T02:34:42+00:00",
+    "ts": "2026-04-22T02:35:21+00:00",
    "summary": {
        "total_categories": 8,
        "total_kpis": 64,