Real-Time Fraud Detection Architecture: Sub-100ms Scoring (2026)
A four-tier real-time fraud detection architecture: streaming ingest, online features, sub-100ms scoring, and a decision layer balancing recall and FPR.
Kubernetes Cost Optimization and GPU Rightsizing (2026)
A deep dive into Kubernetes cost optimization in 2026: bin-packing, fractional GPUs, Karpenter, requests/limits tuning, and FinOps guardrails.
Kubernetes Gateway API vs Ingress vs Service Mesh (2026)
An ADR for Kubernetes north-south and east-west traffic in 2026: Gateway API vs Ingress vs service mesh, role separation, GAMMA, and migration paths.
Fine-Tuning vs RAG vs Long-Context: A 2026 Cost/Quality Decision
A 2026 cost and quality decision record for fine-tuning vs RAG vs long-context LLMs: token economics, latency, accuracy trade-offs, and a decision matrix.
Industrial AI Copilots: Agentic Operations on the Plant Floor (2026)
How LLM-assisted copilots are entering MES and SCADA operator workflows in 2026: architecture, guardrails, human-in-the-loop safety, and ROI.
Image Segmentation Models: Types, Comparison, and Uses (2026)
A 2026 technical overview of image segmentation models: semantic, instance, and panoptic segmentation, U-Net to SAM 2, with a comparison and applications.
Asynchronous Processing Architecture Patterns (2026)
Asynchronous processing patterns for 2026: queues, the outbox pattern, idempotency, backpressure, retries, dead-letter queues, and exactly-once semantics.
OpenAI Corporate Governance: Lessons and 2026 Update
What OpenAI's governance saga teaches about board structure, mission control, and capped-profit models, updated with what changed through 2026.
Azure Service Bus vs Event Hubs: A 2026 Decision Guide
Azure Service Bus vs Event Hubs in 2026: messaging vs event streaming, ordering, dead-lettering, throughput, cost, and a decision matrix for each workload.
Industrial Protocol Gateway Architecture: OT/IT Translation (2026)
A 2026 reference architecture for industrial protocol gateways: Modbus, OPC UA, MQTT and Profinet translation, edge buffering, security zones, and redundancy.