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Durable Execution Architecture: Temporal, Restate and DBOS (2026)

Durable Execution Architecture: Temporal, Restate and DBOS (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inDevelopmentNo Comments
Durable execution explained: how event-sourced replay makes workflows crash-proof - deterministic code, event history, Temporal vs Restate vs DBOS trade-offs and failure modes.
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The WebAssembly Component Model & wasmCloud at the Edge (2026)

The WebAssembly Component Model & wasmCloud at the Edge (2026)

Posted by By MPRAUTO MPRAUTO July 28, 2026Posted inDevelopmentNo Comments
WebAssembly Component Model explained: WIT interfaces, WASI Preview 2, composition and wasmCloud's actor/lattice runtime for portable edge workloads - architecture, cold starts and trade-offs in 2026.
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KEDA Event-Driven Autoscaling on Kubernetes: Architecture (2026)

KEDA Event-Driven Autoscaling on Kubernetes: Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 25, 2026Posted inDevelopment1 Comment
KEDA event-driven autoscaling explained: how the scaler, metrics adapter and controller drive HPA from queue depth and event sources - scale-to-zero, cold starts, 60+ scalers and production tuning on Kubernetes in 2026.
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Change Data Capture with Debezium: Streaming Architecture (2026)

Change Data Capture with Debezium: Streaming Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 24, 2026Posted inDevelopment1 Comment
Change data capture with Debezium: log-based CDC architecture - the transaction-log reader, Kafka Connect topology, schema evolution, exactly-once delivery, snapshots and the outbox pattern for reliable event streaming in 2026.
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ClickHouse vs Druid vs Pinot: Real-Time OLAP ADR (2026)

ClickHouse vs Druid vs Pinot: Real-Time OLAP ADR (2026)

Posted by By MPRAUTO MPRAUTO July 23, 2026Posted inDevelopment1 Comment
ClickHouse vs Druid vs Pinot: a real-time OLAP architecture decision record - ingestion, indexing, upserts, concurrency, star-schema joins and the cost/latency trade-offs for user-facing analytics in 2026.
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Database Branching and Ephemeral Environments: An Architecture ADR (2026)

Database Branching and Ephemeral Environments: An Architecture ADR (2026)

Posted by By MPRAUTO MPRAUTO July 22, 2026Posted inDevelopmentNo Comments
Database branching for ephemeral environments: copy-on-write storage, branch-per-PR workflows, data masking, schema-diff migration testing and the cost/consistency trade-offs of Neon, PlanetScale and Postgres CoW in 2026.
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Airflow vs Dagster vs Prefect: Data Orchestration Compared (2026)

Airflow vs Dagster vs Prefect: Data Orchestration Compared (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inDevelopmentNo Comments
Airflow vs Dagster vs Prefect compared: execution model, asset vs task orchestration, backfills, dynamic pipelines, observability, and a decision matrix for 2026.
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Kafka KRaft in Production: Migrating Off ZooKeeper — A Hands-On Guide (2026)

Kafka KRaft in Production: Migrating Off ZooKeeper — A Hands-On Guide (2026)

Posted by By MPRAUTO MPRAUTO July 8, 2026Posted inDevelopmentNo Comments
A hands-on Kafka KRaft tutorial: the metadata quorum, migrating a ZooKeeper cluster to KRaft, controller sizing, rollback, and operating KRaft in production in 2026.
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The WebAssembly Component Model on the Server: Wasm vs Containers (2026)

The WebAssembly Component Model on the Server: Wasm vs Containers (2026)

Posted by By MPRAUTO MPRAUTO July 8, 2026Posted inDevelopmentNo Comments
An architecture decision record on the WebAssembly Component Model server-side: WASI Preview 2, cold-start, isolation, and when Wasm beats containers in 2026.
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Multi-Region Active-Active Database Architecture (2026)

Multi-Region Active-Active Database Architecture (2026)

Posted by By MPRAUTO MPRAUTO June 28, 2026Posted inDevelopmentNo Comments
A multi-region active-active database architecture decision record: consistency models, conflict resolution, CRDTs, failover, and the latency-cost trade-offs.
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  • 3MF vs STEP AP242 vs glTF vs JT: Choosing Lightweight CAD Formats for Digital Twins and PLM
  • CRDTs for Digital Twin Synchronization: Offline-First State Replication at the Edge
  • Wi-Fi HaLow (802.11ah) vs LoRaWAN vs LTE-M: Long-Range IoT Selection Guide
  • TigerBeetle vs PostgreSQL for Financial Ledgers: Debit-Credit Database Design
  • FDX API vs PSD3: Open Banking Data-Sharing Architectures in the US and EU
  • dbt vs SQLMesh: Data Transformation, Virtual Environments and CI for Analytics Engineering
  • Kubernetes User Namespaces and Pod Hardening: Containing Container Escapes in 2026
  • Ingress-NGINX Retirement: A Step-by-Step Migration Playbook to Kubernetes Gateway API
  • GGUF vs AWQ vs GPTQ vs FP8: LLM Quantization Formats Compared
  • Multi-Head Latent Attention vs GQA vs MQA: KV-Cache Compression Explained
  • Mamba and State Space Models vs Transformers: Hybrid Architectures Explained
  • GRPO and RLVR Explained: How Reasoning Models Are Trained with Reinforcement Learning
  • SLOs and Error Budgets for IoT Platforms: Burn-Rate Alerting with OpenSLO and Sloth
  • Robot Description Formats Compared: URDF vs SDF vs MJCF vs OpenUSD for Digital Twins
  • UWB Real-Time Location Systems in Factories: IEEE 802.15.4z vs BLE Channel Sounding
  • 5G RedCap for Industrial IoT: Reduced Capability Devices, Power and Deployment Guide
  • Digital Euro vs e-CNY vs Digital Rupee: CBDC Architecture Compared
  • Velero 1.18 Kubernetes Backup and Disaster Recovery: Velero vs Kasten vs CloudCasa
  • Kepler 0.12: Kubernetes Pod Energy and Carbon Metrics Including GPU MIG Power Attribution
  • Falco 0.45 vs Tetragon vs Tracee: Kubernetes Runtime Threat Detection with eBPF
  • etcd 3.7 Explained: Raft Consensus, Kubernetes Control Plane Impact and Upgrade Guide
  • EU Cyber Resilience Act and SBOMs for IoT Firmware: CycloneDX vs SPDX in Practice
  • OpenTelemetry GenAI Semantic Conventions: Tracing LLM Calls and AI Agents
  • Ling 3.1 Flash Explained: Architecture, Pricing and Benchmarks
  • Sodium-Ion vs LFP Batteries for Grid Storage: Chemistry, Cost and Cycle Life
  • eBOM to mBOM Transformation: PLM-ERP Bill of Materials Architecture
  • Digital Twin State Estimation: Kalman vs Particle Filter vs EnKF for Twin Synchronization
  • OPC UA Companion Specifications for Robotics and Machinery: Interoperability in Practice
  • ML-KEM and ML-DSA on Constrained IoT Microcontrollers: Memory, Speed and Migration
  • x402 and HTTP 402: Machine-to-Machine Payments for AI Agents with Stablecoins
  • Passkeys and FIDO2 for Payment Authentication: PSD2 SCA Architecture Guide
  • Container Runtime Security Hardening in 2026: containerd 2.3, CRI-O and Podman 6 CVE Response
  • Istio 1.31 Explained: What Changed and How to Upgrade Your Service Mesh
  • Speculative Decoding Explained: EAGLE-3 vs Medusa vs Lookahead for LLM Inference Speedup
  • Perceptron Mk1.5 Explained: Vision-Language Model Capabilities and Pricing
  • MiniMax M3.1 Flash Preview Explained: Architecture, Pricing and Benchmarks
  • LTX Video Model Explained: Lightricks Architecture, Open Weights and Hardware
  • Brownfield Modbus Retrofit to Unified Namespace: Edge Gateway Options Compared
  • Sovereign Industrial AI Cloud: A Reference Architecture for Physical AI in Europe

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