MQTT Protocol: The Complete 2026 Technical Guide Posted by By mprcba June 3, 2026Posted iniiotNo Comments MQTT 5.0 explained for 2026 — packet structure, QoS, retained messages, Unified Namespace, security, and migration patterns from MQTT 3.1.1.
How Flow Batteries Actually Work: A Deep Explainer (2026) Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inScienceNo Comments How flow batteries actually work — vanadium, iron, and zinc-bromine chemistries, scaling math, grid economics, and where they beat lithium.
RFdiffusion 2: How AI Now Designs Functional Proteins (2026) Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inScienceNo Comments RFdiffusion 2 explained — what changed, how it pairs with ProteinMPNN, success rates on real binder campaigns, and the open problems.
NVIDIA Blackwell Ultra Ramp & Q2 2026 Earnings: What It Signals Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inTechNo Comments Deep analysis of NVIDIA Q2 2026 results — Blackwell Ultra ramp, networking attach rates, China headwinds, and the AMD/Intel response.
Streaming Trade Data into Iceberg: 2026 Architecture for Fintech Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inTechNo Comments An Iceberg-first architecture for streaming trade data — Kafka Tableflow, compaction, time travel for surveillance, and cost trade-offs.
Cilium 1.17 Service Mesh: End-to-End Production Tutorial (2026) Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inKubernetesNo Comments Cilium 1.17 sidecarless service mesh — install, mTLS, L7 policies, Hubble dashboards, and migration from Istio sidecar mode.
Iceberg vs Delta vs Hudi for Lakehouses: 2026 ADR Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inKubernetesNo Comments An ADR for picking your lakehouse format in 2026 — Iceberg, Delta, and Hudi compared on writes, streaming, time travel, and ecosystem.
SGLang vs vLLM vs TensorRT-LLM: 2026 Inference Benchmark Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inAINo Comments Reproducible 2026 benchmark of SGLang, vLLM, and TensorRT-LLM — throughput, p50/p99, KV cache utilization, and when each wins.
How Stellantis Built a Virtual Factory Digital Twin: 2026 Analysis Posted by By MPRAUTO MPRAUTO June 2, 2026Posted iniiotNo Comments Inside Stellantis' virtual factory digital twin program — stack, integration with PLM, the ROI math, and what other OEMs are learning from it.
LLM Tool Calling Determinism: Production Patterns That Work (2026) Posted by By MPRAUTO MPRAUTO June 2, 2026Posted inAINo Comments Patterns to make LLM tool calls deterministic in production — JSON schema enforcement, validators, retries, and when constraint decoding actually pays off.