🧠 WEVADS • Brain Drilldown

Analyse approfondie des configs Brain — Performance par ISP — Apprentissage continu
● LEARNING
48
Configs actives
91%
Inbox moyen
12
ISPs optimisés
1,247
Tests 7j
23
Winning configs
6
Régressions détectées
Par ISP
Winning Configs
Apprentissage
Régressions

📊 Détail par ISP — Derniers 7 jours

ISPEnvoisInboxSpamBounceMéthode gagnanteConfigTendance
Gmail45,20088%8%4%Graph APIgmail_v47↑ +2%
Outlook38,10092%5%3%EWSoutlook_v32↑ +1%
T-Online12,40095%3%2%PMTA Directtol_v18→ stable
GMX/Web.de18,700100%0%0%PMTA + Exchangegmx_v22→ stable
Yahoo22,30078%15%7%Brain Unifiedyahoo_v41↓ -3%
Orange8,90090%7%3%O365 SMTPorange_v15↑ +1%
Free/LaPoste6,20094%4%2%PMTA Directfree_v12→ stable
Office36552,80097%2%1%Graph APIo365_v55↑ +1%

🏆 Configurations gagnantes actuelles

gmail_v47WINNING
Gmail/Google — Graph API — 88% inbox
method: graph_apifrom_domain: culturellemejean.charitytls: requireddkim: rsa-2048x-mailer: noneencoding: quoted-printablethrottle: 50/minwarmup: day_32
outlook_v32WINNING
Outlook/Hotmail — EWS Exchange — 92% inbox
method: ewsauth: oauth2x-mailer: nonecontent-type: multipart/alternativethrottle: 80/minretry: 3x
gmx_v22WINNING
GMX/Web.de — PMTA + Exchange headers — 100% inbox
method: pmta_directheaders: exchange_formatx-mailer: noneip: 89.167.40.150throttle: 30/mindkim: ed25519
yahoo_v41TESTING
Yahoo/AOL — Brain Unified — 78% inbox (en baisse)
method: brain_unifiedrotate: 3 senderswarmup: day_45throttle: 20/mincontent: text_only⚠ regression detected

📈 Cycle d'apprentissage

Processus Brain Engine
1. SEED → Envoyer email test via config candidate
2. CHECK → Vérifier inbox/spam via IMAP (Seed Factory)
3. SCORE → Calculer inbox_rate par ISP (Brain Engine)
4. LEARN → Ajuster paramètres selon résultats
5. VALIDATE → Re-tester avec nouvelle config
6. PROMOTE → Si inbox > 85% → Winning Config
7. DEMOTE → Si inbox < 70% → Archiver + Retry
Statistiques apprentissage
Tests cette semaine: 1,247
Configs testées: 89
Promues winning: 23
Démotées: 12
En test: 54
Taux amélioration: +4.2%

🧪 Tests récents

ConfigISPRésultatAction
gmail_v48_testGmail91%PROMOTE?
yahoo_v42_testYahoo75%RETRY
outlook_v33_testOutlook94%PROMOTE?
apple_v3_testiCloud62%DEMOTE
orange_v16_testOrange92%PROMOTE?
proton_v2_testProton68%RETRY

⚠ Régressions détectées

ISPConfigAvantMaintenantDropCause probableAction
Yahooyahoo_v4181%78%-3%Changement filtres Yahoo (Feb 2026)
iCloudapple_v278%74%-4%Apple Mail Privacy update
ProtonMailproton_v174%70%-4%Proton anti-spam renforcé
Comcastcomcast_v882%79%-3%IP reputation drop
Liberolibero_v586%84%-2%SPF check strict
Mail.rumailru_v379%76%-3%DMARC policy change