Autonomous Code Generation with Human Oversight
Explains the Ralph Wiggum Loop, a technique for autonomous AI code generation that requires detailed human input and oversight throughout the process.
Niklas Heidloff is a developer advocate and software engineer focusing on AI-driven development, agentic systems, and enterprise platforms. He writes extensively about IBM watsonx, orchestration agents, open-source AI, and modern developer productivity.
4 articles from this blog
Explains the Ralph Wiggum Loop, a technique for autonomous AI code generation that requires detailed human input and oversight throughout the process.
Explores the Ralph Wiggum Loop, an autonomous agent pattern for software development, with a practical example using IBM Bob.
A guide on using Google Antigravity to build and customize agents for IBM's watsonx Orchestrate platform, leveraging MCP and AI development tools.
Explores how AI agents are evolving from add-ons to core, autonomous coworkers embedded in enterprise systems, and the governance challenges this creates.