Local/offline & desktop-agent surge

Free and open-source local agents, coding orchestrators, memory layers, browser agents, mobile assistants, and safer execution environments continue multiplying. OpenCode with Ollama and sandboxing, Hermes, Browser Use Pi, Halo, Talos, Cortex's MCP/API layer, NeMo Agent Toolkit workflows, and reported open-weight models such as DeepSeek V4.1 Flash reinforce the trend, although performance, hardware, licensing, and operating costs require verification.