Sazko Solutions article on long-running AI agents that improve between sessions, mid-2026

Agents That Learn Between Sessions: The Move to Long-Running AI Workflows

In May 2026, Anthropic described a technique it called “dreaming” — letting an autonomous agent review its own past behaviour between sessions, spot patterns, and adjust how it works next time. It’s part of a broader industry push toward agents that handle long-running workflows in areas like coding, finance and legal work, rather than one-shot tasks. That shift changes what you have to build around an agent.

Sazko Solutions article on Chinese open-weight AI models leading third-party usage in May 2026

Open-Weight AI Just Went Chinese-Led. What That Means for Your Architecture

In May 2026, reporting on OpenRouter — one of the most-used third-party model routers — showed that models from Chinese labs accounted for around 60% of all usage on the platform, making the open-weights tier effectively Chinese-led. For teams that use open models, this isn’t a geopolitical talking point; it’s an architecture and compliance question that needs an answer.