Builder & Engineer

Crafting tools for blockchain & exploring the frontiers of machine learning

I'm Jingles, founder of Mesh SDK and UTXOS—building open-source infrastructure for the Cardano ecosystem. Previously ML engineer at Alibaba, researching the intersection of AI and neuroscience.

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Latest Writing

Thoughts on building software, ML research, and the blockchain space

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January 21, 2026

Spec-Driven Development with Claude Code: The 3-Step Framework

Learn spec-driven development with Claude Code using the brain dump, spec interview, and Ralph Loop workflow. Stop AI from guessing, get exactly what you want.

January 18, 2026

Claude Code Backup: Sync ~/.claude Configuration with GitHub

Claude Code configuration backup using GitHub and symlinks. Version control settings.json, CLAUDE.md, custom commands, and agents across machines.

January 15, 2026

Answer Engine Optimization (AEO): How to Get Cited by AI Search

Learn how to optimize content for ChatGPT, Perplexity, and Google AI Overviews. This AEO guide covers fan-out queries, answer pages, and a 30-day execution plan to win AI search traffic.

January 4, 2026

AI Fluency: The Skills That Will Matter Most in the Workforce by 2030

Learn the AI skills employers hire for in 2026, including AI literacy, prompt engineering, context engineering, RAG, LLM evaluation, AI agents, and workflow automation for knowledge work.

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