/ technical writings, notes, and unstructured thoughts
✦ Built from scratch. No cloud. No budget.
How I generated 1,182 bilingual agentic AI instruction pairs using local LLMs — zero API cost, zero compromise on quality.
✦ The next frontier after SEO.
Traditional SEO is dead for AI-driven search. AIO is about restructuring your content so that ChatGPT, Perplexity, and Gemini actually cite you.
✦ Beyond the Jupyter notebook.
Training a model is 10% of the work. The remaining 90% is keeping it alive in production — and here's exactly how I did it.