On-Device LLM Runtimes (2026): llama.cpp vs MLC vs ONNX
On-device LLM runtimes compared: llama.cpp vs MLC-LLM vs ONNX Runtime on edge SoCs - backends, quantization, throughput, memory and portability. 2026 decision guide.
Jetson Thor vs Hailo-10H vs Coral (2026): Edge Inference Pick
Jetson Thor vs Hailo-10H vs Google Coral for edge AI inference: TOPS/W, framework support, memory, price and the workload each wins. 2026 hardware decision guide.
Digital Product Passport Data Model (2026): GS1 vs AAS vs Custom
Digital Product Passport data model options compared: GS1 Digital Link vs Asset Administration Shell vs custom JSON-LD, EU ESPR deadlines, interop gaps. 2026 guide.
OPC UA FX vs MQTT Sparkplug B (2026): Which for Your UNS
OPC UA FX vs MQTT Sparkplug B compared for the Unified Namespace: machine-level field exchange vs enterprise event bus, TSN, payloads, when to bridge. 2026 decision guide.
AI Plasma Control for Tokamak Fusion: Reinforcement Learning (2026)
How reinforcement learning controls tokamak plasma: the magnetic-control problem, the RL controller architecture, sim-to-real transfer, safety interlocks and what still limits it.
Diffusion Policy for Robot Manipulation: Imitation Learning (2026)
Diffusion policy explained: how denoising diffusion models generate robot action sequences from demonstrations - visuomotor architecture, training, receding-horizon control and limits.
Request to Pay and Account-to-Account Payments: An Architecture (2026)
Request to Pay architecture explained: SEPA RtP and Pay.UK messaging, account-to-account rails, open-banking initiation, reconciliation and settlement - a systems deep-dive.
Kubernetes Secrets Management with External Secrets Operator (2026)
Kubernetes secrets management done right: External Secrets Operator vs the Secrets Store CSI Driver, Vault and cloud secret managers, rotation, sync patterns and failure modes.
LLM Function Calling and Tool Use: A Production Architecture (2026)
LLM function calling explained: JSON-schema tool definitions, parallel tool calls, the agent loop, routing, validation and failure handling in a production tool-use architecture.
Grok 4.5 Explained: Architecture, Benchmarks and Deployment (2026)
Grok 4.5 explained: xAI's 2026 flagship - MoE architecture, 500K context, Cursor-tuned agentic coding, benchmark scores, API pricing, deployment and honest limits.