AI is reshaping software development, shifting work from coding to orchestration, governance, and skills evolution while teams adapt, retrain, and build trust in AI systems.

I was curious if Block's Goose agent, paired with Ollama and the Qwen3-coder model, could really replace Claude Code. Here's how I got started.

What I have learned is that this is rarely just a technical problem. The model may be good enough. What slows things down is everything around it: unclear problems, messy data, fuzzy expectations and ...