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Ideas On Product, Automation, And Growth

Practical write-ups from the Qbify engineering team on building, automating, and scaling software products.

InfrastructureSeptember 20266 min read

How Modern ISPs Automate 250K+ Subscriber Billings Without Database Lockups

A deep technical teardown of how BillFi combines FreeRadius 3.0 event hooks with MikroTik API queues to eliminate spreadsheet bottlenecks.

EngineeringAugust 20268 min read

Architecting Next-Gen Enterprise Platforms with Next.js 15 & Turbopack

Why we standardized on React 19 Server Components, streaming SSR, and edge caching for high-traffic client platforms.

AI & AutomationJuly 20265 min read

Deploying Useful AI Copilots: Why RAG Beats Fine-Tuning for Internal Operations

How we connect vector embeddings with enterprise databases to create hallucination-free AI assistants that automate customer support.

DevOps & SecurityJune 20267 min read

Real-Time NetFlow and Firewall Syslog Parsing at Scale

Inside LogFi's real-time packet inspection engine that flags unauthorized RDP scans and bandwidth anomalies in milliseconds.

UI/UX DesignMay 20264 min read

Designing Data-Dense Dashboards That Don't Overwhelm Operators

Principles for information hierarchy, typographic pacing, and telemetry charts in mission-critical operations panels.

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