Claude and I started building FROG in an effort to stop burning through Anthropic credit so quickly. That was the only reason I honestly needed at the time, but as the language grew and features actually worked together, the language itself quickly became the reason to continue. FROG enables me to write tooling in little to no time using LLMs and have the LLM assist in the debugging process via FROG s agentic hooks . What I ve honestly found most eye-opening is how LLMs hook into the debugging process! It has been the difference between tools that got written and ones that were passed over.