Real-Time Video/Vision Pipelines for Multimodal AI
Architecting low-latency streaming pipelines for continuous multi-modal ingestion without bottlenecking I/O.
AI Engineering
Architecting the AI Gateway: Centralizing Token Routing and Fallbacks
Why enterprise teams are moving away from direct API calls and building internal proxy gateways to handle rate limits, caching, and automatic vendor failovers.
FlashAttention-3 vs. RingAttention: Memory Management for Infinite Context
A deep mechanical breakdown of how competing attention algorithms like FlashAttention-3 and RingAttention manage memory to scale LLMs beyond 1M tokens.
The 2026 Enterprise Stack: Integrating Hardware, Agents, and Strategy
The 2026 Enterprise AI Stack: a reference architecture linking hardware, inference engines, agentic orchestration, and governance into one vertically integrated system.
Embedding Caching: Real-Time Text Clustering for Production
Architect an embedding cache for production services: pair LRU semantic caching with incremental HDBScan for ultra-low latency real-time text clustering.
Governance-as-Code: Building the Agentic Command Center
Tracking agent drift, security, and access control in real-time programmatic monitoring.