Personal EssayInfrastructure Operations8 min read
The Real-Time Media Trap: Why Video Infrastructure Isn't Stateless Web Hosting
In standard web applications, scaling is simple: add more container replicas behind an ALB and let your database handle the state. In real-time video conferencing like BigBlueButton, every UDP packet, CPU context switch, and NAT traversal failure matters. Here is why conventional cloud wisdom fails when applied to live classrooms.
Keywords: BigBlueButton · Linux Kernel · coturn · Concurrency
Personal EssayFounder Lessons6 min read
Why We Built Quote-Locked Billing Instead of Generic Self-Serve SaaS
Every SaaS startup guide tells you to put a credit-card form on your pricing page and automate everything. When we built Bymond's billing engine, we discovered that enterprise and educational clients required contract certainty, custom currency conversion, and GST compliance before spending. Here is how quote-locked billing aligned our incentives.
Keywords: SaaS Billing · Stripe API · B2B Operations · Bymond
Personal EssayEngineering Strategy7 min read
The Hidden Cost of Premature Kubernetes: Boring Linux Wins Every Time
Kubernetes is brilliant at Google scale. For a bootstrapped infrastructure company, running k8s clusters for workloads that need dedicated hardware CPU pinning is often an expensive distraction. Why hardened Ubuntu LTS nodes, Docker containers, and clean bash automations remain our most reliable assets.
Keywords: Linux · DevOps · Docker · Cloud Sizing