We moved away from an LLM-first approach and shifted toward a code-first architecture with bounded AI assistance.

Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...

The growing use of generative artificial intelligence (GenAI) tools for coding is transforming software engineering practices, with developers now building continuous integration and continuous ...

Jeffrey Ip is a former engineer who loves solving complex problems. He also cofounded Confident AI, a YC-backed startup. Every day, enterprise AI systems generate millions of responses that no human ...

Goose acts as the agent that plans, iterates, and applies changes. Ollama is the local runtime that hosts the model. Qwen3-coder is the coding-focused LLM that generates results. If you've been ...

Is your generative AI application giving the responses you expect? Are there less expensive large language models—or even free ones you can run locally—that might work well enough for some of your ...