AINNA Publishing Grid menyatukan multi-domain publishing, editorial AI dan operasi server dalam satu Laravel + MySQL platform.
The operating model
Setiap server ialah complete pod: Nginx, Laravel, MySQL, Redis, workers, scheduler dan monitoring. Setiap publication menggunakan independent domain, Editorial DNA, theme, sitemap, RSS dan SEO identity. Satu Central Admin mengurus portfolio dalam pod.
Master brief diekstrak kepada fact pack, kemudian diolah untuk audience yang sesuai. Tidak semua topik perlu 100 versi. Draft melalui checks, review dan controlled publishing. Contextual links membantu pembaca mendapatkan analisis tambahan tanpa forced sequential chain.
| Decision | Recommendation |
|---|---|
| Initial rollout | Pilot 3 sites; validate editorial value and tenant boundaries. |
| Infrastructure | One complete server per batch; baseline 32 vCPU, 64 GB RAM, 2 TB NVMe. |
| AI strategy | Cloud AI + smart routing; code/rules for repetitive tasks. |
| Growth | Clean golden image → fresh credentials → new tenant provisioning. |
| SEO | Independent properties and sitemap submission; no guaranteed indexing/ranking. |
| Security | Origin restrictions, MFA/RBAC, tenant checks, scoped secrets and protected backups. |
What success looks like
Deployment dan publishing lebih repeatable; content mempunyai nilai berbeza mengikut audience; resource usage dan AI costs boleh diukur. Growth dibuat apabila capacity evidence menyokongnya, bukan semata-mata jumlah domain.
Satu server tetap single point of failure untuk semua site dalam pod. Proposed baseline perlu load testing. Security gates merangkumi tenant escape tests, independent audit, backup verification dan timed restore. RPO/RTO dipersetujui sebelum launch.
Delivery & commercial checkpoint
Fasa pembangunan: discovery → core/3 demos → admin/editorial AI → SEO/operations → hardened production pilot → clean clone rollout. Harga dan timeline ditentukan selepas workload, provider costs, rights dan operations owner disahkan.
Preview ini menunjukkan proposal serta 3 publication/9 artikel. Source Laravel/MySQL menyediakan database-backed demo, migrations, seeder, routes dan deployment setup. Full production admin, AI/API integrations dan 100-publication orchestration ialah skop development seterusnya, bukan fungsi yang telah disambung dalam preview.