The article explains how Spring AI's AskUserQuestionTool brings an interview‑style questioning model to Java, letting AI clarify ambiguous requirements before generating code, and provides step‑by‑step implementation details, code samples, and a walkthrough of the underlying tool architecture.
LLM Council, an open‑source platform created by former OpenAI researcher Andrej Karpathy, lets users simultaneously query top LLMs such as GPT‑5.1, Gemini 3 Pro, Claude Sonnet 4.5 and Grok 4, anonymously peer‑review their answers, and synthesize a final report, dramatically improving accuracy for research, tech selection and learning while remaining easy to install and run locally.
After three months of using the free Gemini CLI, this guide explains why the tool is valuable, shows how to install and enable the Gemini‑3‑Pro model, and provides practical tips such as resetting daily quotas, switching models, managing rules, adding context, and configuring MCP tools.
