At toolwiki, David covers everything around prompt engineering, AI code assistants and developer workflows. He writes for people who don’t just ask “does this work?” but “how do I get consistently good outputs?”.
Before joining the editorial team, David spent six years as a software engineer with a focus on AI integration. He built prompt pipelines for client projects, integrated OpenAI and Anthropic APIs into real production systems, and configured code-assistant setups for several engineering teams. That practice shapes his style: concrete, close to the code, with examples that actually work.
His topics: prompt techniques (chain-of-thought, few-shot, role prompting), structured outputs in JSON/XML, AI IDEs (Cursor, Windsurf), plugins (GitHub Copilot, Codeium), and agent-based coding workflows. Where things get technical, David gets precise — but he translates complexity into clear, reproducible steps so non-experts can follow along.