April 14, 2026—OpenAI officially confirms GPT-6 pretraining completed March 17, after 18 months. 5-6 trillion parameters (MoE), 2M token context, 200B activated. Greg Brockman: 'not incremental improvement, but a major change in how we think about model development.'
Models keep getting stronger, yet AI Agents still 'forget,' go out of bounds, and repeat mistakes in production. The problem isn't the model—it's how little engineering effort goes into the runtime environment. Harness Engineering, emerging in 2026, tries to fix this.
A practical OpenClaw operations guide based on official docs and sanitized production lessons across install paths, remote access, skills, security, and rollback.
March 30, 2026—Alibaba Cloud releases Qwen3.5-Omni, achieving SOTA on 215 audio-video understanding and interaction tasks, surpassing Gemini-3.1 Pro. A significant breakthrough for Chinese LLMs in multimodal AI.
A practical operator guide for using Claude Code in real repositories: verification loops, context control, repo instructions, permissions, scope management, and how to keep long sessions from going off the rails.
