Kyverno vs OPA Gatekeeper for Kubernetes policy as code: admission control, language model, mutation, image verification, and how to choose in 2026 - with a decision matrix.
LwM2M IoT device management architecture: the OMA object/resource model over CoAP/DTLS, bootstrap, registration, FOTA, and observing telemetry across constrained device fleets in 2026.
Laboratory automation orchestration architecture: SiLA 2 device drivers, schedulers, experiment queues, and lab-as-code - the software layer that runs self-driving lab robots in 2026.
Payment orchestration platform architecture: routing across PSPs, cascading retries, tokenization vaults, smart routing, and reconciliation - a systems view for 2026.
Continuous batching (in-flight batching) for LLM inference: iteration-level scheduling, prefill/decode interleaving, and how it lifts GPU throughput without hurting latency in 2026.
GLM-5.2 architecture explained: Zhipu's 744B MoE with ~40B active, 1M-token IndexShare context, MIT weights, SWE-bench Pro 62.1, pricing, and how it compares in 2026.
IoT device identity and attestation architecture: hardware roots of trust, DICE, TPM/secure elements, provisioning, and remote attestation for device fleets in 2026.
Machine learning interatomic potentials explained: MACE, foundation potentials, and GNoME-class screening that narrows the search before robots run experiments.
Agentic payments architecture: how AI agents authorize and settle purchases with scoped mandates, tokenization, and verifiable intent - a systems view for 2026.
OpenTelemetry logs and a unified telemetry pipeline: the Collector, log-trace correlation, OTTL processing, tail sampling, and cost control patterns for 2026.