Argo CD 3.x Upgrade Guide: What Changed vs v2 for Production
A production upgrade guide from Argo CD v2 to 3.x: RBAC and logs defaults, annotation tracking, ApplicationSet changes, sharding and a rollback-safe rollout plan.
PLM Vendor Landscape 2026: Siemens, PTC, Dassault, Autodesk, Oracle, Aras
A 2026 architecture-level comparison of Siemens Teamcenter X, PTC Windchill, Dassault 3DEXPERIENCE, Autodesk, Oracle and Aras: data model, SaaS, AI, lock-in.
Siemens PAVE360: Automotive Digital Twin and Virtual ECU Architecture
How Siemens PAVE360 builds a full-vehicle digital twin from virtual ECUs, SoC models and co-simulation, and where it fits in software-defined-vehicle programs.
TI MSPM0G5187 and AM13Ex: TinyEngine NPU Edge AI Microcontrollers
Texas Instruments MSPM0G5187 and AM13Ex put a TinyEngine NPU inside a microcontroller. What it runs, how it compares with Cortex-M55 Ethos-U and when to choose it.
ElevenLabs Eleven v4: Expressive TTS Architecture and Voice-Agent Latency
ElevenLabs Eleven v4 and Turbo (Sept 28, 2026): 90+ languages, instant voice clones. How modern expressive TTS works and how to budget voice-agent latency.
Qwen3.8-Omni-Flash Explained: Native Omnimodal, 1M Context, Pricing
Alibaba Qwen3.8-Omni-Flash (Sept 18, 2026) takes text, image, audio and video natively with 1M context at $0.15/$0.47 per M tokens. Architecture and cost analysis.
OpenAI Astra Explained: Opaque Recurrence and the CoT-Monitoring Debate
OpenAI Astra launched Sept 3, 2026 for computer use and cyber. How opaque recurrence works, why it weakens chain-of-thought monitoring, and what builders should do.
Claude Sonnet 5.5 Explained: Pricing, Benchmarks, Terminal-Bench
Anthropic shipped Claude Sonnet 5.5 on Sept 28, 2026 at $2/$10 per million tokens. What changed vs Sonnet 5, sourced benchmarks, and when to pick it.
Siemens Digital Twin Composer: OpenUSD, Omniverse and the Industrial Twin Stack
Siemens Digital Twin Composer explained: OpenUSD scene assembly, Omniverse rendering and PLM data feeds, plus where it fits in an industrial twin stack.
Ternary Bonsai 2 27B: 1.76-Bit LLM Inference on Edge Hardware
PrismML released Ternary Bonsai 2 27B under Apache 2.0 at 1.76 effective bits per weight. What ternary weights mean for edge memory, latency and accuracy.