LLM Output Validation: Structured Outputs & Guardrails
A production 2026 pattern for LLM output validation: constrained decoding, JSON-schema structured outputs, guardrails, and self-repair loops that actually hold.
Humanoid Robots Hit the Factory Floor: 2026 Analysis
An analytical 2026 look at humanoid robots moving from pilots to production lines: Figure, Schaeffler, Unitree deployments, the economics, and what still blocks scale.
ThingsBoard IoT Platform Tutorial: Devices to Dashboards
A hands-on 2026 ThingsBoard tutorial: provision devices over MQTT, build rule-engine pipelines, and ship a live telemetry dashboard, with working config.
LoRaWAN vs NB-IoT vs LTE-M: Industrial IoT (2026)
An engineer's 2026 comparison of LoRaWAN, NB-IoT, and LTE-M for industrial sensor networks: range, power, latency, cost, and a decision matrix.
Asset Administration Shell Tutorial with Eclipse BaSyx
A hands-on 2026 Asset Administration Shell tutorial using Eclipse BaSyx — submodels, the digital nameplate, REST API, and connecting an AAS to a digital twin.
Order Book Imbalance Features: A Microstructure Design
A systems view of order book imbalance features in 2026 — computing OFI, queue imbalance, and microprice from L2 data, plus the engineering pitfalls.
Lights-Out Factories in 2026: What the Data Shows
A 2026 analysis of lights-out, autonomous factories — what edge AI and digital twins actually deliver, where the hype breaks, and the realistic adoption curve.
Cryo-EM Meets AI: Structure Prediction in Drug Discovery
How cryo-EM and AI structure prediction work together in 2026 drug discovery — the pipeline, what AlphaFold-class models add, and the honest limitations.
Why Lithium-Ion Batteries Catch Fire: Thermal Runaway
The physics of lithium-ion thermal runaway explained — what triggers it, the chain reaction inside the cell, and how engineers actually prevent battery fires.
Iceberg vs Delta vs Hudi for IIoT Lakehouse: An ADR
An architecture decision record comparing Apache Iceberg, Delta Lake, and Hudi for an IIoT lakehouse in 2026 — schema evolution, upserts, and time-series fit.