Engineering map

Engineering

The focus is not a list of technologies, but the connection between architecture, implementation, release and operation.

Backend

PHP, Go, Python, APIs, auth, RBAC, file-based and database-backed systems, integrations and background processes.

Frontend

Admin panels, dashboard interfaces, control panels, design systems, responsiveness and clear UX flows.

Infrastructure

Linux, Nginx, PHP-FPM, aaPanel, Proxmox, server hardening, backups, deployment and healthchecks.

Product systems

CMS, workspace platforms, bot hosting flows, marketplace, migrations and release discipline.

Security posture

2FA, secrets, audit logs, CSP, headers, permissions, abuse/conduct workflows and predictable incident handling.

Observability

Structured logs, metrics endpoints, health probes, preflight checks, rollback paths and release checklists.