We’ve been building AI coding assistants at Qodo since the GPT-3 days. Our initial approach was highly structured with predefined flows for different coding tasks like test generation, code reviews, and improvements. This approach worked well with earlier generations of LLMs and with structured flows we were able to get real-world value from older models, despite all of their limitations. Since Claude Sonnet 3.5 was released 9 months ago, LLMs have become significantly more capable at general-pu...