Battle-Tested Engineering Capabilities
Every tool and methodology in this matrix was selected for verified uptime, security, and measurable performance. Backed by automated test harnesses and live production experience.
Backend & Systems Engineering
Resilient microservices, idempotent transaction handlers, and background workers.
VPC Security, Firewalls & Payment Proxy
Air-gapped database environments, strict firewall rules, and hardened payment proxies.
Marketing Engineering & Server-Side Tracking
Bypassing browser ad-blockers and iOS ATT restrictions for 100% conversion attribution.
AI, Python & Enterprise Automation
Python automation daemons, Telegram bots, browser scraping, and self-hosted microservices.
Databases, Multi-Tier Caching & Cloud
Sub-millisecond read paths, structured schema design, and secure asset vaults.
Automated Testing & Reliability Harness
Financial ledger correctness, continuous integration gates, and zero-regression deployments.
Production Quality Standards on Every Deployment
Before any service is labeled operational, it must pass these non-negotiable architectural gates:
MongoDB bound to private subnet; UFW whitelists only app server static IP on port 27017.
Client-side never communicates secrets; reverse proxy cryptographically signs and validates webhooks.
sGTM + Stape container dispatching server-to-server conversions with unique event_id deduplication.
Vitest unit & Supertest integration suites must pass on CI before merging PRs.
Docker CPU/memory constraints preventing runaway processes from freezing the VPS host.
PM2 / systemd watchers restarting hung or memory-leaking processes in <1s.