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Claude 4.6 Agent Tool Use Patterns for Production (2026)

Claude 4.6 Agent Tool Use Patterns for Production (2026)

Posted by By MPRAUTO MPRAUTO May 26, 2026Posted inAINo Comments
Production-ready agent patterns with Claude 4.6 — parallel tool calls, planning, memory, error recovery, and when sub-agents beat single-agent loops.
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Tesla Optimus Gen 3 Architecture: Compute, Battery, Actuators

Tesla Optimus Gen 3 Architecture: Compute, Battery, Actuators

Posted by By MPRAUTO MPRAUTO May 26, 2026Posted inTechNo Comments
Tesla Optimus Gen 3 architecture deep-dive — onboard compute stack, custom actuators, battery design, vision pipeline, and how Tesla differs from Figure and 1X.
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IEC 61850 Substation Automation: GOOSE, MMS, Sampled Values (2026)

IEC 61850 Substation Automation: GOOSE, MMS, Sampled Values (2026)

Posted by By MPRAUTO MPRAUTO May 26, 2026Posted iniiotNo Comments
IEC 61850 substation automation deep-dive — GOOSE, MMS, Sampled Values 9-2LE, SCL configuration, IED interoperability, and modern process bus design.
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Emergent Abilities in LLMs: What Scales, What’s a Mirage (2026)

Emergent Abilities in LLMs: What Scales, What’s a Mirage (2026)

Posted by By mprcba May 26, 2026Posted inAINo Comments
Emergent abilities in LLMs — what truly emerges with scale, what is a benchmark mirage, and what the 2026 evidence shows about emergence vs measurement.
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Kling AI: The Video Model Taking on Sora and Veo (2026)

Kling AI: The Video Model Taking on Sora and Veo (2026)

Posted by By mprcba May 26, 2026Posted inAINo Comments
Kling AI video model from Kuaishou — architecture, capabilities vs Sora and Veo 3, pricing, real production use cases, and where Kling still falls short.
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How Heat Pumps Actually Work (and Why They Beat 100%)

How Heat Pumps Actually Work (and Why They Beat 100%)

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inScienceNo Comments
How heat pumps actually work, explained — the refrigeration cycle, why COP can exceed 100% efficiency, cold-climate limits, and the real physics.
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mRNA Beyond Vaccines: Programmable Therapeutics Explained

mRNA Beyond Vaccines: Programmable Therapeutics Explained

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inScienceNo Comments
mRNA beyond vaccines — how programmable therapeutics work, lipid nanoparticle delivery, the manufacturing platform, and the real limits today.
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Silicon Photonics & Co-Packaged Optics: 2026 Analysis

Silicon Photonics & Co-Packaged Optics: 2026 Analysis

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inTechNo Comments
Why co-packaged optics and silicon photonics are reshaping AI data centers in 2026 — the bandwidth wall, power math, incumbents, and what it means.
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ISO 20022 Migration: A Payments Architecture Guide (2026)

ISO 20022 Migration: A Payments Architecture Guide (2026)

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inTechNo Comments
ISO 20022 migration as a systems-design problem — the MX message model, MT coexistence, translation layers, validation, and a reference architecture.
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OpenTofu in Production: Migrating from Terraform (2026)

OpenTofu in Production: Migrating from Terraform (2026)

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inKubernetesNo Comments
Migrate from Terraform to OpenTofu in production — drop-in compatibility, state encryption, CI changes, and a safe step-by-step cutover plan.
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Posts pagination

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  • LoRA vs QLoRA vs Full Fine-Tuning vs Distillation: Choosing a Method for CPU-Deployed Small Models in 2026
  • Which Small Language Models Actually Run on CPU in 2026: 11 Models Compared
  • Ambient IoT in 3GPP Release 19 vs Release 20: Battery-Free Device Architecture for 2026 and Beyond
  • OPC UA Companion Specifications as MCP Tools: Wiring Industrial Semantics into AI Agents (2026)
  • LeRobotDataset v3.0: Chunked Parquet, MP4 Shards and Streaming for Robot Learning Data at Scale (2026)
  • Zephyr vs FreeRTOS vs NuttX in 2026: Choosing an RTOS for Industrial Edge Devices
  • OpenUSD Core Specification 1.1 and v26.08: What CAD, PLM and Digital Twin Teams Decide in 2026
  • ExecuTorch 1.5 On-Device LLM Serving (2026): Batched Scheduling, Cancellation and Off-Graph KV Cache
  • Apache Iceberg v4 vs v3 in 2026: Root Manifests, Single-File Commits, and What to Decide Now
  • AAS Metamodel 3.2 (IDTA Release 26-01): What Changes for Digital Twin Teams in 2026
  • Newton vs MuJoCo Warp vs Isaac Lab: Choosing a GPU Physics Stack for Robotics in 2026
  • AI Agent Sandboxes Compared: Firecracker vs gVisor vs Kata for Untrusted Code in 2026
  • Apache Iceberg v3 Explained: 7 Spec Features That Change Your Lakehouse Upgrade Plan (2026)
  • STEP AP242 vs JT vs QIF: Choosing an MBD Exchange Format in 2026
  • MCP 2026-07-28 Spec Migration: 8 Breaking Changes Stateless Servers Must Handle
  • Kubernetes 1.37 DRA Explained: 6 Changes That Retire the GPU Device Plugin in 2026
  • EU Cyber Resilience Act 24-Hour Reporting: A 5-Step Compliance Architecture for IIoT Vendors (2026)
  • IEC/IEEE 60802 TSN Profile: 7 Decisions Industrial Network Architects Must Make in 2026
  • Asset Administration Shell Submodels in Practice (2026 Guide)
  • Jetson Thor vs Jetson Orin AGX: 2026 Edge AI Upgrade Guide
  • OTel Collector vs Vector vs Fluent Bit: 2026 Telemetry Pipeline
  • ROS 2 Kilted Kaiju to Lyrical Luth Migration (2026): What Breaks
  • Karpenter vs Cluster Autoscaler for GPU Nodes: 2026 Cost Guide
  • Postgres 18 vs TimescaleDB vs ClickHouse for IoT Time-Series (2026)
  • LangGraph vs CrewAI vs OpenAI Agents SDK vs Pydantic AI (2026)
  • Isaac Lab vs Isaac Sim vs Gazebo Harmonic: 2026 Robot Sim Stack
  • vLLM vs SGLang vs TensorRT-LLM in 2026: The Serving Engine Pick
  • OpenAI o3 and o4-mini Explained: The Reasoning-Model Lineage (2026)
  • pgvector vs Qdrant vs LanceDB: On-Prem RAG Vector Search (2026)
  • OTLP vs Prometheus Remote Write: The 2026 Metrics Pipeline Decision
  • TensorRT-LLM vs llama.cpp on Jetson: Throughput, VRAM & Setup (2026)
  • INT4 vs INT8 vs FP8 on Edge NPUs: The 2026 Quantization Trade-off
  • Sparkplug B vs Plain MQTT Topics: Do You Actually Need Sparkplug? (2026)
  • PROFINET vs EtherCAT vs OPC UA FX+TSN: The 2026 Deterministic Ethernet Decision
  • K3s at the Edge: A Production Kubernetes Guide for 2026
  • ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record
  • Agentic RAG Architecture Patterns: When Plain RAG Is Not Enough
  • OPC UA vs MQTT Sparkplug B: The Industrial Connectivity Decision (2026)
  • Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026

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