Spatial Transcriptomics Explained (2026)
Spatial transcriptomics explained in 2026: how Visium, Xenium, and MERFISH map gene expression in tissue, the data pipeline, trade-offs, and applications.
PTC NEXT 2026: Is Intelligent PLM Real?
An analysis of PTC NEXT 2026: Orbit, Jetstream, 12 AI agents, and whether 'Intelligent PLM' is a genuine architecture shift or a rebrand of the digital thread.
VWAP Execution Algorithm: System Architecture (2026)
A 2026 system-design walkthrough of a VWAP execution algorithm: volume curve forecasting, scheduling, the slicing engine, and transaction cost analysis.
Catena-X Automotive Data Space Reference Architecture (2026)
Catena-X Automotive Data Space Reference Architecture (2026) - updated October 2026 with verified facts, diagrams and FAQ.
MTConnect vs OPC UA for Machine Tool Data (2026)
MTConnect vs OPC UA for machine tool and CNC data in 2026: data models, semantics, agents, write-back, and a decision matrix for shop-floor connectivity.
Robot Fleet Orchestration with Open-RMF: A Tutorial
A hands-on 2026 tutorial for robot fleet orchestration with Open-RMF: traffic management, task allocation, the fleet adapter, and a working multi-AMR demo.
Samsung’s All-AI Factories by 2030: An Analysis
Samsung's pledge to run all-AI factories by 2030, analyzed: digital twins, AI agents for quality and logistics, and what escaping pilot purgatory really takes.
LLM Semantic Router: Inference Routing Pattern for 2026
LLM semantic router explained: embeddings, cascades, vLLM Semantic Router v0.4, cost math, drift and eval. A 2026 production guide.
LLM JSON Mode and Structured Output: Constrained Decoding, Schema Adherence and Benchmarks (2026)
LLM JSON Mode and Structured Output: Constrained Decoding, Schema Adherence and Benchmarks (2026) - updated October 2026 with verified facts, diagrams and FAQ.
DuckDB vs ClickHouse for Embedded Analytics: An ADR
An architecture decision record comparing DuckDB and ClickHouse for embedded analytics in 2026: in-process vs server OLAP, cost, scale, and when to pick each.