Climbing Stairs

Look at what coding agents are achieving today and where they are headed. I hear this sentiment often: yes, LLMs equipped with coding harnesses are useful. Tool calling has improved, and post-training techniques are refining, but the core architecture remains unchanged—the LLM is still fundamentally a next-token predictor. While LLMs have grown “tall enough” to ascend […]