🧠 o3-pro Preview

OpenAI releases o3-pro reasoning model to select developers. Extended chain-of-thought with tool use integration. Benchmarks show 23% improvement on SWE-bench over o1-pro.

📊 GitHub Trending — Agent Infrastructure

🔧 Agent Runtime Patterns

Community consensus forming on agent execution models: deterministic planning phase followed by stochastic execution. Sandboxed tool use with approval gates becoming standard.

💡 Lab Takeaway

Reasoning models are the new base layer. The winners will be those who build the best harnesses around them, not those who fine-tune them.