DuckLake 1.0 vs Iceberg: Catalog-as-Metadata Architecture Compared
DuckLake stores lakehouse metadata in a SQL database instead of manifest files. How it compares to Apache Iceberg catalogs, and when each one wins.
Post-Quantum Cryptography for OT and IIoT: CNSA 2.0 and NIST IR 8547 Deadlines
ML-KEM and ML-DSA on 15-year-lifespan PLCs, gateways and sensors: what CNSA 2.0 and NIST IR 8547 deadlines mean for industrial firmware and PKI.
Kubernetes 1.37: Stable Metrics API and Rootless Kubelet in Beta
Kubernetes 1.37 Garhwal graduates the Metrics API to stable and moves the rootless kubelet to beta. What changes for autoscaling, security, and upgrades.
Bank Stablecoin Architecture: 21-Bank USD Consortium vs Qivalis vs Stellar Pilot
How the 21-bank USD stablecoin consortium, Qivalis euro effort and US Bank Stellar pilot differ on issuance, freeze and clawback controls. Systems analysis only.
Circle Arc Mainnet: Architecture of a Stablecoin-Native Layer 1
Circle launched Arc, a USDC-native Layer 1, on Sept 16, 2026 with validators from BlackRock, Visa and Mastercard. A systems analysis of its design (not advice).
FLUX 3 Action: Black Forest Labs Enters Robot Control with a World Action Model
Black Forest Labs released FLUX 3 Action, an open-weight world action model scoring 42.92% on RoboLab-120. How it works and where it fits versus VLAs.
Xiaomi MiMo-V2.6 Explained: MIT-Licensed Open Weights and an Open RL Stack
Xiaomi released MiMo-V2.6 Pro and Flash under MIT license with its RL training stack open-sourced. Architecture, benchmarks, cost, and self-hosting notes.
Gemini 3.8 Flash Explained: Pricing Cliff, Context, Benchmarks
Gemini 3.8 Flash launched Sept 2, 2026 with a 1M context window and introductory pricing that doubles on Jan 1, 2027. A cost-per-task breakdown for builders.
GPT-6 Sol and Luna Explained: Architecture, Pricing, Benchmarks
OpenAI shipped GPT-6 Sol and Luna on Sept 22, 2026 with a 1.05M context window and prices 50% below GPT-5.6. Here is what changed and how they compare.
Claude Opus 5.5: Anthropic’s New Flagship, Benchmarked
Claude Opus 5.5 is Anthropic's Sept 2026 flagship: pricing, 1M context, verified Terminal-Bench/HLE scores, and honest gaps vs GPT-6 Astra.