LLM Observability and LLMOps: Tracing, Evals, Drift
An LLM observability and LLMOps architecture: OpenTelemetry GenAI traces, spans, online evals, and drift detection for production LLM and agent systems.
AI-Native PLM: How LLMs Are Reshaping Engineering Data
Why AI-native PLM is emerging in 2026: LLM copilots for BOM cleansing, requirements, and engineering search - and the data architecture that makes it work.
Apache PLC4X Tutorial: Stream PLC Tags to MQTT and Kafka
A hands-on Apache PLC4X tutorial: read PLC tags over Modbus and S7, bridge them to MQTT and Kafka, and build a vendor-neutral industrial data pipeline.
SaaS PLM Compared: Teamcenter X vs 3DEXPERIENCE vs Windchill+
A 2026 SaaS PLM comparison: Teamcenter X, 3DEXPERIENCE, and Windchill+ on data model, deployment, integration, and cost - a decision matrix for cloud PLM.
Industrial Machine Vision Defect Detection: Edge AI 2026
A reference architecture for industrial machine vision defect detection: edge AI inference, camera-to-PLC pipelines, model training, and MLOps on the factory floor.
GPT-5.6 Explained: OpenAI’s Sol, Terra, and Luna
GPT-5.6 explained: OpenAI's Sol, Terra, and Luna tiered family - architecture signals, reasoning modes, benchmarks, pricing, access, and how it compares in 2026.
How Lithium-Ion Batteries Actually Work (and Degrade)
How lithium-ion batteries actually work: intercalation chemistry, the SEI layer, charge and discharge, why they degrade, and what causes thermal runaway.
Xenotransplantation: Engineering Pig Organs for Humans
How xenotransplantation works in 2026: CRISPR gene-edited pig organs, immune rejection, PERV knockout, and the engineering behind cross-species transplants.
Qualcomm’s Data-Center Gambit: The Tenstorrent Play
Analysis of Qualcomm's move into AI data-center silicon and its reported Tenstorrent acquisition talks - why it is diversifying beyond mobile in 2026.
Stablecoin Payment Infrastructure Architecture (2026)
A reference architecture for stablecoin payment rails: on/off-ramps, settlement, treasury, custody, and compliance - a systems analysis, not financial advice.