Apache Iceberg v3 Explained: 7 Spec Features That Change Your Lakehouse Upgrade Plan (2026)
Iceberg v3 adds deletion vectors, row lineage, VARIANT and geospatial types. What each feature changes, engine support, and how to sequence the upgrade.
STEP AP242 vs JT vs QIF: Choosing an MBD Exchange Format in 2026
AP242, JT and QIF compared for model-based definition in 2026: semantic vs graphical PMI, metrology round-trip, archival and which format each job needs.
MCP 2026-07-28 Spec Migration: 8 Breaking Changes Stateless Servers Must Handle
The MCP 2026-07-28 spec makes servers stateless and horizontally scalable. The 8 changes that break deployed servers, and how to migrate each one.
Kubernetes 1.37 DRA Explained: 6 Changes That Retire the GPU Device Plugin in 2026
Kubernetes 1.37 made DRA Extended Resources stable and device taints GA. What changes for GPU scheduling, and how to migrate off the device plugin.
EU Cyber Resilience Act 24-Hour Reporting: A 5-Step Compliance Architecture for IIoT Vendors (2026)
EU CRA reporting obligations went live 11 Sept 2026. A 5-step architecture for IIoT vendors: detection, triage, the 24h/72h/14-day clock and ENISA submission.
IEC/IEEE 60802 TSN Profile: 7 Decisions Industrial Network Architects Must Make in 2026
IEC/IEEE 60802 published June 2026. The industrial TSN profile explained: feature selections, conformance testing, PROFINET migration and 7 architect decisions.
Asset Administration Shell Submodels in Practice (2026 Guide)
How Asset Administration Shell (AAS) submodels work in practice for 2026: digital nameplate, submodel templates, IDTA specs, serialization and interop gaps.
Jetson Thor vs Jetson Orin AGX: 2026 Edge AI Upgrade Guide
NVIDIA Jetson Thor vs Jetson Orin AGX in 2026: TOPS, GPU architecture, memory bandwidth, power, price and whether the Thor upgrade is worth it for edge AI.
OTel Collector vs Vector vs Fluent Bit: 2026 Telemetry Pipeline
OpenTelemetry Collector vs Vector vs Fluent Bit in 2026: throughput, memory, transforms, backpressure and the right telemetry-pipeline agent for edge and cloud.
ROS 2 Kilted Kaiju to Lyrical Luth Migration (2026): What Breaks
Migrating ROS 2 Kilted Kaiju to Lyrical Luth in 2026: breaking changes, ros2_control updates, Zenoh as the Tier-1 RMW and a safe upgrade path.