NVIDIA Dynamo and LMCache: Disaggregated LLM Serving and KV Cache Offload (2026)
NVIDIA Dynamo and LMCache explained: prefill/decode disaggregation, KV-aware routing, NIXL transfers, tiered KV offload, and when the complexity pays off.
Arm Ethos-U85 and Cortex-M85: TinyML NPU Architecture for Edge AI (2026)
Arm Ethos-U85 with Cortex-M85 explained: MAC configs, Vela compiler, TOSA, transformer support, memory bandwidth, and how it compares with Ethos-U55 and U65.
BehaviorTree.CPP vs State Machines vs SMACC2: Robot Task Logic Compared (2026)
BehaviorTree.CPP vs finite state machines vs SMACC2 for robot task logic: reactivity, modularity, blackboards, Nav2 integration, debugging with Groot2.
micro-ROS on Microcontrollers: XRCE-DDS Agent Architecture and Tutorial (2026)
micro-ROS explained: XRCE-DDS client-agent design, RMW, transports, memory budgets on Cortex-M and ESP32, real-time executors, and a working publisher.
MQTT-SN vs MQTT vs CoAP: Protocol Choice for Constrained Sensors (2026)
MQTT-SN vs MQTT vs CoAP explained: UDP vs TCP, topic IDs, gateways, sleeping clients, DTLS overhead and byte-level costs for battery sensor networks.
CAN FD vs CAN XL vs CANopen: Industrial and Robot Bus Selection (2026)
CAN FD vs CAN XL vs CANopen compared: frame formats, bit rates, arbitration, CiA 1301, SIC transceivers and when to pick EtherCAT instead on robots.
cuRobo vs OMPL: GPU-Accelerated Motion Planning and Collision-Free Trajectory Optimization
cuRobo vs OMPL explained: sampling-based vs optimization-based motion planning, GPU collision checking, signed distance fields, trajectory optimization.
PLM Product Compliance: Tracking RoHS, REACH and SCIP Substances Through the BOM
Product compliance in PLM explained: material declarations, RoHS and REACH substance tracking, SCIP database submissions, IPC-1752A, BOM rollups and.
Reduced-Order and Surrogate Models for Real-Time Digital Twins: POD, PINNs and Neural Operators
Reduced-order and surrogate models for digital twins explained: proper orthogonal decomposition, PINNs, neural operators, Gaussian processes.
ISO 8583 vs ISO 20022: Card Messaging, Payment Message Formats and Why Both Still Run
ISO 8583 vs ISO 20022 explained: bitmaps, data elements, authorization vs clearing, XML message families, field mapping challenges and how card and bank.