The Human-as-Orchestrator: Evolving HITL
Designing systems where humans provide strategic intent and override at checkpoints.
From the Front Lines of Tech
Sharing strategic insights and lessons from over 20 years of building scalable systems, leading high-performing teams, and navigating complex technology shifts.
Scaling Vector Databases for High-Throughput Text Clustering
Analyzing the bottleneck of bulk clustering and using exact-match caching to reduce index compute load.
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.
· StrategyNIST AI RMF in Practice: Governance as a Growth Driver
Flipping the script on compliance to accelerate time-to-market by pre-clearing security.
Governance-as-Code: Building the Agentic Command Center
Tracking agent drift, security, and access control in real-time programmatic monitoring.
The A2A Protocol: Standardizing Handoffs Between Heterogeneous Agents
How the A2A standard allows multi-vendor agents to discover, negotiate, and delegate tasks safely.