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PostgreSQL vs Distributed SQL (CockroachDB, YugabyteDB): A Multi-Tenant SaaS ADR (2026)

PostgreSQL vs Distributed SQL (CockroachDB, YugabyteDB): A Multi-Tenant SaaS ADR (2026)

Posted by By MPRAUTO MPRAUTO July 2, 2026Posted inArchitectureNo Comments
Postgres vs distributed SQL for multi-tenant SaaS: when a single primary with read replicas beats CockroachDB or YugabyteDB, consistency, latency, cost, and a decision record.
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WebAssembly vs Containers for Edge Functions: An ADR

WebAssembly vs Containers for Edge Functions: An ADR

Posted by By MPRAUTO MPRAUTO June 19, 2026Posted inArchitectureNo Comments
An architecture decision record comparing WebAssembly and containers for edge functions in 2026: cold starts, isolation, WASI maturity, and when to pick each.
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DuckDB vs ClickHouse for Embedded Analytics: An ADR

DuckDB vs ClickHouse for Embedded Analytics: An ADR

Posted by By MPRAUTO MPRAUTO June 18, 2026Posted inArchitectureNo Comments
An architecture decision record comparing DuckDB and ClickHouse for embedded analytics in 2026: in-process vs server OLAP, cost, scale, and when to pick each.
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A Comparative Analysis of Advanced Machine Learning Models for Predictive Maintenance in Modern Manufacturing

Posted by By mprcba June 8, 2026Posted inAI, Architecture, Digital Transformation, Digital Twin, iiotNo Comments
Section 1: The Strategic Imperative of Predictive Maintenance in Industry 4.0   The advent of Industry 4.0, characterized by the convergence of digital technologies with industrial processes, has fundamentally reshaped…
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Iceberg vs Delta vs Hudi for IIoT Lakehouse: An ADR

Iceberg vs Delta vs Hudi for IIoT Lakehouse: An ADR

Posted by By MPRAUTO MPRAUTO June 6, 2026Posted inArchitectureNo Comments
An architecture decision record comparing Apache Iceberg, Delta Lake, and Hudi for an IIoT lakehouse in 2026 — schema evolution, upserts, and time-series fit.
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Apache Pulsar Geo-Replication for Industrial IoT Telemetry

Apache Pulsar Geo-Replication for Industrial IoT Telemetry

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inArchitectureNo Comments
Apache Pulsar geo-replication for industrial IoT — segment storage on BookKeeper, async vs sync replication, multi-region clusters, and a 2026 reference architecture for global telemetry.
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InfluxDB 3 vs TimescaleDB vs ClickHouse for IoT Time Series (2026)

InfluxDB 3 vs TimescaleDB vs ClickHouse for IoT Time Series (2026)

Posted by By MPRAUTO MPRAUTO April 24, 2026Posted inArchitectureNo Comments
Decision matrix comparing InfluxDB 3.0, TimescaleDB 2.17, and ClickHouse 24 for IoT time-series workloads — ingestion rates, compression, query latency, and TCO at scale.
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Iceberg Catalogs: Polaris vs Nessie vs Unity Comparison (2026)

Iceberg Catalogs: Polaris vs Nessie vs Unity Comparison (2026)

Posted by By MPRAUTO MPRAUTO April 24, 2026Posted inArchitectureNo Comments
Apache Polaris vs Project Nessie vs Unity Catalog OSS — branching, multi-engine federation, AuthN/AuthZ, and the right Iceberg catalog for production lakehouses in 2026.
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Crossplane Composition Functions: Internal Developer Platform Guide

Crossplane Composition Functions: Internal Developer Platform Guide

Posted by By MPRAUTO MPRAUTO April 24, 2026Posted inArchitectureNo Comments
Crossplane Composition Functions (v1.14+) deep dive — Pipeline Mode, KCL/Python/Go runtimes, building self-service IDP abstractions, and when functions beat raw patches.
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AsyncAPI 3.0: Event-Driven API Specification Complete Guide

AsyncAPI 3.0: Event-Driven API Specification Complete Guide

Posted by By mprcba April 23, 2026Posted inArchitectureNo Comments
AsyncAPI 3.0 architecture — channels, operations, and messages for MQTT, Kafka, AMQP, and WebSocket APIs. Full example spec, code-gen, and governance pattern for 2026.
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