Practical engineering guides, cloud architecture deep-dives, WebRTC media infrastructure lessons, and operational software patterns.
Complete bare-metal hardware sizing guide for BigBlueButton. Formulate exact CPU core pinouts, FreeSWITCH memory allocation, TURN relay socket limits, and asymmetrical bandwidth calculations.
A deep technical evaluation comparing self-hosted BigBlueButton setups against managed cluster infrastructure. Explores WebRTC SFU scaling, TURN relay network bandwidth, LMS integrations, zero-downtime upgrades, and true total cost of ownership.
Technical DevOps guide for BigBlueButton recording pipelines. Learn how to offload raw assets to AWS S3, accelerate FFmpeg processing, and output web-optimized single-file MP4 recordings.
Comprehensive CTO architecture guide for API-first platform engineering. Design resilient microservices, enforce OpenAPI contracts, implement semantic versioning, and build auto-generated client SDKs.
Complete software architecture blueprint for custom B2B portals. Explores role-based access control (RBAC), automated document workflows, payment processing, and ERP database synchronization.
Deep technical developer guide for extending BigBlueButton. Covers custom checksum API wrappers, event-driven webhooks with Redis, custom HTML5 React plugins, and SDP audio/video overrides.
Comprehensive security and engineering guide for deploying private cloud LLMs. Explores vLLM inference performance, GPU hardware sizing, PII redaction pipelines, and SOC2/HIPAA compliance.
Deep technical guide for enterprise Retrieval-Augmented Generation (RAG). Covers layout-aware PDF parsing, parent-document chunking, pgvector hybrid search, and cross-encoder reranking.
Architectural DevOps guide for high-availability real-time media and state networks. Covers BGP Anycast routing, active-active Redis pub/sub state clusters, and zero-downtime WebRTC failover.
Technical engineering guide for LTI 1.3 Advantage integration. Implement OIDC login flows, OAuth2 bearer tokens, Deep Linking, and Gradebook Synchronization for BigBlueButton microservices.
Learn how Anthropic's Model Context Protocol (MCP) standardizes context, database tools, and API prompts across enterprise AI agent deployments while maintaining strict security isolation.
A technical architectural deep-dive into building production-grade enterprise AI systems. Explores structured output parsing, confidence threshold routing, human-in-the-loop audit UI, and automated rollback fallback patterns.
Learn why relying on fragile spreadsheets and complex Zapier webhook chains creates severe operational risk—and how migrating to a custom internal SaaS portal restores data integrity, performance, and security.
A strategic and technical guide for CTOs looking to eliminate fragile WordPress plugin monoliths. Covers database normalized schema redesign, API-first microservices, automated CI/CD pipelines, and zero-downtime data migration strategies.
Learn how to architect high-concurrency BigBlueButton clusters capable of supporting 5,000+ concurrent students with sub-second latency. Covers Scalelite pool management, WebRTC media pinouts, TURN cluster relays, and zero-downtime node rotation.
Financial and technical comparison model for migrating commercial video SaaS setups to self-hosted or managed BigBlueButton infrastructure. Explores host licensing vs server capacity TCO math.
Our senior engineers design, deploy, and operate high-concurrency cloud architecture, managed BigBlueButton clusters, and automated SaaS platforms.
